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AISTATS 2025 Accepted Papers

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Title Where and When
Optimal Time Complexity Algorithms for Computing General Random Walk Graph Kernels on Sparse Graphs
Krzysztof Choromanski ⋅ Isaac Reid ⋅ Arijit Sehanobish ⋅ Kumar Avinava Dubey
In Room: Hall A-E Poster Location: 92 in Poster Session 2.
On the Convergence of Locally Adaptive and Scalable Diffusion-Based Sampling Methods for Deep Bayesian Neural Network Posteriors
Tim Rensmeyer ⋅ Oliver Niggemann
In Room: Hall A-E Poster Location: 173 in Poster Session 1.
SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph Search
Leonardo Martins Bianco ⋅ Christine Keribin ⋅ Zacharie Naulet
In Room: Hall A-E Poster Location: 174 in Poster Session 1.
Hyperbolic Prototypical Entailment Cones for Image Classification
Samuele Fonio ⋅ Roberto Esposito ⋅ Marco Aldinucci
In Room: Hall A-E Poster Location: 123 in Poster Session 3.
Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments
Houssam Zenati ⋅ Judith Abécassis ⋅ julie Josse ⋅ Bertrand Thirion
In Room: Hall A-E Poster Location: 102 in Poster Session 2.
ClusterSC: Advancing Synthetic Control with Donor Selection
Saeyoung Rho ⋅ Andrew Tang ⋅ Noah Bergam ⋅ Rachel Cummings ⋅ Vishal Misra
In Room: Hall A-E Poster Location: 54 in Poster Session 3.
Information-Theoretic Causal Discovery in Topological Order
Sascha Xu ⋅ Sarah Mameche ⋅ Jilles Vreeken
In Room: Hall A-E Poster Location: 40 in Poster Session 1.
Trustworthy assessment of heterogeneous treatment effect estimator via analysis of relative error
Zijun Gao
In Room: Hall A-E Poster Location: 160 in Poster Session 3.
Model-Based Causal Feature Selection for General Response Types Project Page ↗
Lucas Kook
In Room: Hall A-E Poster Location: 198 in Poster Session 3.
Functional Stochastic Gradient MCMC for Bayesian Neural Networks
Mengjing Wu ⋅ Junyu Xuan ⋅ Jie Lu
In Room: Hall A-E Poster Location: 81 in Poster Session 1.
FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts
ziqi Liu
In Room: Hall A-E Poster Location: 87 in Poster Session 2.
Solving Estimating Equations With Copulas Project Page ↗
Thomas Nagler
In Room: Hall A-E Poster Location: 196 in Poster Session 2.
Bayesian Inference in Recurrent Explicit Duration Switching Linear Dynamical Systems
Mikołaj Słupiński
In Room: Hall A-E Poster Location: 192 in Poster Session 2.
Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees
yuyang deng ⋅ Fuli Qiao ⋅ Mehrdad Mahdavi
In Room: Hall A-E Poster Location: 9 in Poster Session 2.
Sketch-and-Project Meets Newton Method: Global O(1/k^2) Convergence with Low-Rank Updates
Slavomir Hanzely
In Room: Hall A-E Poster Location: 135 in Poster Session 1.
Algorithmic Accountability in Small Data: Sample-Size-Induced Bias Within Classification Metrics Project Page ↗
Jarren Briscoe ⋅ Garrett Kepler ⋅ Daryl DeFord ⋅ Assefaw Gebremedhin
In Room: Hall A-E Poster Location: 30 in Poster Session 3.
Change Point Detection in Hadamard Spaces by Alternating Minimization
Anica Kostic ⋅ Vincent Runge ⋅ Charles Truong
In Room: Hall A-E Poster Location: 79 in Poster Session 3.
Infinite Width Limits of Self Supervised Neural Networks
Maximilian Fleissner ⋅ Gautham Anil ⋅ Debarghya Ghoshdastidar
In Room: Hall A-E Poster Location: 54 in Poster Session 2.
Post-processing for Fair Regression via Explainable SVD
Zhiqun Zuo ⋅ Ding Zhu ⋅ Mahed Abroshan
In Room: Hall A-E Poster Location: 66 in Poster Session 3.
A kernel Stein test for comparing latent variable models Project Page ↗
Heishiro Kanagawa
In Room: Hall A-E Poster Location: 194 in Poster Session 2.
Koopman-Equivariant Gaussian Processes
Petar Bevanda ⋅ Max Beier ⋅ Alexandre Capone ⋅ Stefan Sosnowski ⋅ Sandra Hirche ⋅ Armin Lederer
In Room: Hall A-E Poster Location: 161 in Poster Session 3.
Riemann$^2$: Learning Riemannian Submanifolds from Riemannian Data
Leonel Rozo ⋅ Miguel González-Duque ⋅ Noémie Jaquier ⋅ Soren Hauberg
In Room: Hall A-E Poster Location: 67 in Poster Session 2.
Decomposing Global Feature Effects Based on Feature Interactions Project Page ↗
Julia Herbinger
In Room: Hall A-E Poster Location: 193 in Poster Session 2.
Learning Graph Node Embeddings by Smooth Pair Sampling
Konstantin Kutzkov
In Room: Hall A-E Poster Location: 4 in Poster Session 1.
Training LLMs with MXFP4
Albert Tseng ⋅ Tao Yu ⋅ Youngsuk Park
In Room: Hall A-E Poster Location: 126 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes Project Page ↗
Charles Riou
In Room: Hall A-E Poster Location: 197 in Poster Session 1.
Representer Theorems for Metric and Preference Learning: Geometric Insights and Algorithms
Peyman Morteza
In Room: Hall A-E Poster Location: 150 in Poster Session 3.
Estimation of copulas via Maximum Mean Discrepancy Project Page ↗
Badr-Eddine Chérief-Abdellatif
In Room: Hall A-E Poster Location: 196 in Poster Session 1.
Radial Neighbors for Provably Accurate Scalable Approximations of Gaussian Processes Project Page ↗
Cheng Li
In Room: Hall A-E Poster Location: 195 in Poster Session 2.
Adversarial Training in High-Dimensional Regression: Generated Data and Neural Networks
Yue Xing
In Room: Hall A-E Poster Location: 46 in Poster Session 3.
Towards Cost Sensitive Decision Making
Yang Li ⋅ Junier Oliva
In Room: Hall A-E Poster Location: 94 in Poster Session 1.
Differentially Private Kernelized Contextual Bandits
Nikola Pavlovic ⋅ Sudeep Salgia ⋅ Qing Zhao
In Room: Hall A-E Poster Location: 121 in Poster Session 3.
Epistemic Uncertainty and Excess Risk in Variational Inference
Futoshi Futami
In Room: Hall A-E Poster Location: 129 in Poster Session 1.
Efficient Estimation of a Gaussian Mean with Local Differential Privacy
Nikita Kalinin ⋅ Lukas Steinberger
In Room: Hall A-E Poster Location: 137 in Poster Session 1.
On Preference-based Stochastic Linear Contextual Bandits with Knapsacks
Xin Liu
In Room: Hall A-E Poster Location: 138 in Poster Session 1.
Task-Driven Discrete Representation Learning
Tung Long Vuong
In Room: Hall A-E Poster Location: 29 in Poster Session 3.
Infinite-Horizon Reinforcement Learning with Multinomial Logit Function Approximation
Jaehyun Park ⋅ Junyeop Kwon ⋅ Dabeen Lee
In Room: Hall A-E Poster Location: 164 in Poster Session 3.
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces
Imad Aouali ⋅ Victor-Emmanuel Brunel ⋅ David Rohde ⋅ Anna Korba
In Room: Hall A-E Poster Location: 58 in Poster Session 1.
Bayesian Principles Improve Prompt Learning In Vision-Language Models Project Page ↗
Mingyu Kim ⋅ Jongwoo Ko ⋅ Mijung Park
In Room: Hall A-E Poster Location: 164 in Poster Session 1.
Learning Geometrically-Informed Lyapunov Functions with Deep Diffeomorphic RBF Networks
Samuel Tesfazgi ⋅ Leonhard Sprandl ⋅ Sandra Hirche
In Room: Hall A-E Poster Location: 23 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Permutation Invariant Functions: Statistical Testing, Density Estimation, and Metric Entropy
Wee Chaimanowong ⋅ Ying Zhu
In Room: Hall A-E Poster Location: 37 in Poster Session 3.
Posterior Mean Matching: Generative Modeling through Online Bayesian Inference
Sebastian Salazar ⋅ Michal Kucer ⋅ Yixin Wang ⋅ Emily Casleton ⋅ David Blei
In Room: Hall A-E Poster Location: 69 in Poster Session 2.
Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation
Koshi Watanabe ⋅ Keisuke Maeda ⋅ Takahiro Ogawa ⋅ Miki Haseyama
In Room: Hall A-E Poster Location: 49 in Poster Session 2.
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks
Xin Liu ⋅ Weijia Zhang ⋅ Min-Ling Zhang
In Room: Hall A-E Poster Location: 97 in Poster Session 1.
The Uniformly Rotated Mondrian Kernel
Calvin Osborne ⋅ Eliza O'Reilly
In Room: Hall A-E Poster Location: 168 in Poster Session 3.
MEDUSA: Medical Data Under Shadow Attacks via Hybrid Model Inversion
Asfandyar Azhar ⋅ Paul Thielen ⋅ Curtis Langlotz
In Room: Hall A-E Poster Location: 57 in Poster Session 1.
Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data
Chengrui Qu ⋅ Laixi Shi ⋅ Kishan Panaganti ⋅ Pengcheng You ⋅ Adam Wierman
In Room: Hall A-E Poster Location: 14 in Poster Session 1.
Approximate Equivariance in Reinforcement Learning
Jung Yeon Park ⋅ Sujay Bhatt ⋅ Sihan Zeng ⋅ Lawson Wong ⋅ Alec Koppel ⋅ Sumitra Ganesh ⋅ Robin Walters
In Room: Hall A-E Poster Location: 205 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Multi-Player Approaches for Dueling Bandits
Or Raveh ⋅ Junya Honda ⋅ Masashi Sugiyama
In Room: Hall A-E Poster Location: 106 in Poster Session 1.
Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo
James Thornton ⋅ Louis Béthune ⋅ Ruixiang ZHANG ⋅ Arwen Bradley ⋅ Preetum Nakkiran ⋅ Shuangfei Zhai
In Room: Hall A-E Poster Location: 36 in Poster Session 3.
A Shared Low-Rank Adaptation Approach to Personalized RLHF
Renpu Liu ⋅ Peng Wang ⋅ Donghao Li ⋅ Cong Shen ⋅ Jing Yang
In Room: Hall A-E Poster Location: 162 in Poster Session 1.
Semiparametric conformal prediction Project Page ↗
Ji Won Park ⋅ Kyunghyun Cho
In Room: Hall A-E Poster Location: 83 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Sampling in High-Dimensions using Stochastic Interpolants and Forward-Backward Stochastic Differential Equations
Anand Jerry George ⋅ Nicolas Macris
In Room: Hall A-E Poster Location: 165 in Poster Session 1.
Minimum Empirical Divergence for Sub-Gaussian Linear Bandits
Kapilan Balagopalan ⋅ Kwang-Sung Jun
In Room: Hall A-E Poster Location: 166 in Poster Session 1.
Memory-Efficient Optimization with Factorized Hamiltonian Descent
Son Nguyen ⋅ Lizhang Chen ⋅ Bo Liu ⋅ qiang liu
In Room: Hall A-E Poster Location: 19 in Poster Session 2.
Deeply supervised Nets Project Page ↗
Chen-Yu Lee ⋅ Saining Xie ⋅ Patrick Gallagher ⋅ Zhengyou Zhang ⋅ Zhuowen Tu
in Paper Awards Talks.
Fast Convergence of Softmax Policy Mirror Ascent
Reza Asad ⋅ Reza Babanezhad ⋅ Issam Hadj Laradji ⋅ Nicolas Le Roux ⋅ Sharan Vaswani
In Room: Hall A-E Poster Location: 113 in Poster Session 1.
Bayesian Gaussian Process ODEs via Double Normalizing Flows Project Page ↗
jian xu ⋅ Shian Du ⋅ Junmei Yang ⋅ Xinghao Ding ⋅ Delu Zeng ⋅ John Paisley
In Room: Hall A-E Poster Location: 187 in Poster Session 1.
Revisiting Online Learning Approach to Inverse Linear Optimization: A Fenchel–Young Loss Perspective and Gap-Dependent Regret Analysis
Shinsaku Sakaue ⋅ Han Bao ⋅ Taira Tsuchiya
In Room: Hall A-E Poster Location: 72 in Poster Session 2.
Fourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs
Chenyang Li ⋅ Yingyu Liang ⋅ Zhenmei Shi ⋅ Zhao Song ⋅ Tianyi Zhou
In Room: Hall A-E Poster Location: 98 in Poster Session 1.
Advancing Fairness in Precision Medicine: A Universal Framework for Optimal Treatment Estimation in Censored Data
Hongni Wang ⋅ Junxi Zhang ⋅ Na Li ⋅ Linglong Kong ⋅ Bei Jiang ⋅ Xiaodong Yan
In Room: Hall A-E Poster Location: 138 in Poster Session 3.
posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms
Måns Magnusson ⋅ Jakob Torgander ⋅ Paul Bürkner ⋅ Lu Zhang ⋅ Bob Carpenter ⋅ Aki Vehtari
In Room: Hall A-E Poster Location: 9 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Signature Isolation Forest
Marta Campi ⋅ Guillaume Staerman ⋅ Gareth Peters ⋅ Tomoko Masui
In Room: Hall A-E Poster Location: 167 in Poster Session 1.
On the Asymptotic Mean Square Error Optimality of Diffusion Models
Benedikt Fesl ⋅ Benedikt Böck ⋅ Florian Strasser ⋅ Michael Baur ⋅ Michael Joham ⋅ Wolfgang Utschick
In Room: Hall A-E Poster Location: 121 in Poster Session 1.
Restructuring Tractable Probabilistic Circuits
Honghua Zhang ⋅ Benjie Wang ⋅ Marcelo Arenas ⋅ Guy Van den Broeck
In Room: Hall A-E Poster Location: 12 in Poster Session 3.
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory
Lucas GNECCO HEREDIA ⋅ Matteo Sammut ⋅ Muni Sreenivas Pydi ⋅ Rafael Pinot ⋅ Benjamin Negrevergne ⋅ Yann Chevaleyre
In Room: Hall A-E Poster Location: 118 in Poster Session 2.
Best-Arm Identification in Unimodal Bandits
Riccardo Poiani ⋅ Marc Jourdan ⋅ Emilie Kaufmann ⋅ Rémy Degenne
In Room: Hall A-E Poster Location: 181 in Poster Session 3.
Corruption Robust Offline Reinforcement Learning with Human Feedback
Debmalya Mandal ⋅ Andi Nika ⋅ Parameswaran Kamalaruban ⋅ Adish Singla ⋅ Goran Radanovic
In Room: Hall A-E Poster Location: 34 in Poster Session 3.
Policy Teaching via Data Poisoning in Learning from Human Preferences
Andi Nika ⋅ Jonathan Nöther ⋅ Debmalya Mandal ⋅ Parameswaran Kamalaruban ⋅ Adish Singla ⋅ Goran Radanovic
In Room: Hall A-E Poster Location: 118 in Poster Session 3.
Poisoning Bayesian Inference via Data Deletion and Replication
Matthieu Carreau ⋅ Roi Naveiro ⋅ William Caballero
In Room: Hall A-E Poster Location: 38 in Poster Session 2.
Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach
Colin Dirren ⋅ Mattia Bianchi ⋅ Panagiotis D. Grontas ⋅ John Lygeros ⋅ Florian Dorfler
In Room: Hall A-E Poster Location: 120 in Poster Session 2.
Nonparametric Distributional Regression via Quantile Regression
Cheng Peng ⋅ Stan Uryasev
In Room: Hall A-E Poster Location: 99 in Poster Session 3.
Information-Theoretic Measures on Lattices for Higher-Order Interactions
Zhaolu Liu ⋅ Mauricio Barahona ⋅ Robert Peach
In Room: Hall A-E Poster Location: 91 in Poster Session 1.
Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms
Meltem Tatlı ⋅ Arpan Mukherjee ⋅ Prashanth L.A. ⋅ Karthikeyan Shanmugam ⋅ Ali Tajer
In Room: Hall A-E Poster Location: 172 in Poster Session 1.
Synthetic Potential Outcomes and Causal Mixture Identifiability
Bijan Mazaheri ⋅ Chandler Squires ⋅ Caroline Uhler
In Room: Hall A-E Poster Location: 77 in Poster Session 2.
Analyzing the Role of Permutation Invariance in Linear Mode Connectivity
Keyao Zhan ⋅ Puheng Li ⋅ Lei Wu
In Room: Hall A-E Poster Location: 134 in Poster Session 1.
Axiomatic Explainer Globalness via Optimal Transport
Davin Hill ⋅ Joshua Bone ⋅ Aria Masoomi ⋅ Max Torop ⋅ Jennifer Dy
In Room: Hall A-E Poster Location: 145 in Poster Session 2.
Two-Timescale Linear Stochastic Approximation: Constant Stepsizes Go a Long Way
Jeongyeol Kwon ⋅ Luke Dotson ⋅ Yudong Chen ⋅ Qiaomin Xie
In Room: Hall A-E Poster Location: 55 in Poster Session 3.
Bridging the Theoretical Gap in Randomized Smoothing
Blaise Delattre ⋅ Paul Caillon ⋅ Quentin Barthélemy ⋅ Erwan Fagnou ⋅ Alexandre Allauzen
In Room: Hall A-E Poster Location: 41 in Poster Session 1.
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach
Dheeraj Baby ⋅ Boran Han ⋅ Shuai Zhang ⋅ Cuixiong Hu ⋅ Bernie Wang ⋅ Yu-Xiang Wang
In Room: Hall A-E Poster Location: 43 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?
Son Luu ⋅ Zuheng Xu ⋅ Nikola Surjanovic ⋅ Miguel Biron-Lattes ⋅ Trevor Campbell ⋅ Alexandre Bouchard-Côté
In Room: Hall A-E Poster Location: 58 in Poster Session 2.
Subspace Recovery in Winsorized PCA: Insights into Accuracy and Robustness
Sangil Han ⋅ Kyoowon Kim ⋅ Sungkyu Jung
In Room: Hall A-E Poster Location: 200 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Synthesis and Analysis of Data as Probability Measures With Entropy-Regularized Optimal Transport
Brendan Mallery ⋅ James Murphy ⋅ Shuchin Aeron
In Room: Hall A-E Poster Location: 137 in Poster Session 3.
Multi-agent Multi-armed Bandit Regret Complexity and Optimality
Mengfan Xu ⋅ Diego Klabjan
In Room: Hall A-E Poster Location: 68 in Poster Session 3.
Anytime-Valid A/B Testing of Counting Processes
Michael Lindon ⋅ Nathan Kallus
In Room: Hall A-E Poster Location: 28 in Poster Session 3.
Distance Estimation for High-Dimensional Discrete Distributions
Kuldeep S. Meel ⋅ Gunjan Kumar ⋅ Yash Pote
In Room: Hall A-E Poster Location: 171 in Poster Session 2.
Mixed-Feature Logistic Regression Robust to Distribution Shifts
Qingshi Sun ⋅ Nathan Justin ⋅ Andres Gomez ⋅ Phebe Vayanos
In Room: Hall A-E Poster Location: 74 in Poster Session 2.
On Local Posterior Structure in Deep Ensembles
Mikkel Jordahn ⋅ Jonas Vestergaard Jensen ⋅ Mikkel Schmidt ⋅ Michael Andersen
In Room: Hall A-E Poster Location: 109 in Poster Session 1.
Learning a Single Index Model from Anisotropic Data with Vanilla Stochastic Gradient Descent
Guillaume Braun ⋅ Minh Ha Quang ⋅ Masaaki Imaizumi
In Room: Hall A-E Poster Location: 117 in Poster Session 1.
Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift Project Page ↗
Mitsuhiro Fujikawa ⋅ Youhei Akimoto ⋅ Jun Sakuma ⋅ Kazuto Fukuchi
In Room: Hall A-E Poster Location: 27 in Poster Session 1.
On adaptivity and minimax optimality of two-sided nearest neighbors
Tathagata Sadhukhan ⋅ Manit Paul ⋅ Raaz Dwivedi
In Room: Hall A-E Poster Location: 135 in Poster Session 3.
Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation
Amartya Sanyal ⋅ Yaxi Hu ⋅ Yaodong Yu ⋅ Yian Ma ⋅ Yixin Wang ⋅ Bernhard Schölkopf
In Room: Hall A-E Poster Location: 133 in Poster Session 3.
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching Project Page ↗
Daniel Williams ⋅ Leyang Wang ⋅ Qizhen Ying ⋅ Song Liu ⋅ Mladen Kolar
In Room: Hall A-E Poster Location: 123 in Poster Session 2.
Learning to Negotiate via Voluntary Commitment
Shuhui Zhu ⋅ Baoxiang Wang ⋅ Sriram Ganapathi Subramanian ⋅ Pascal Poupart
In Room: Hall A-E Poster Location: 47 in Poster Session 1.
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
N. Benjamin Erichson ⋅ Soon Hoe Lim ⋅ Michael Mahoney
In Room: Hall A-E Poster Location: 55 in Poster Session 2.
Variational Adversarial Training Towards Policies with Improved Robustness
Juncheng Dong ⋅ Hao-Lun Hsu ⋅ Qitong Gao ⋅ Vahid Tarokh ⋅ Miroslav Pajic
In Room: Hall A-E Poster Location: 195 in Poster Session 1.
Global Ground Metric Learning with Applications to scRNA data Project Page ↗
Damin Kühn ⋅ Michael Schaub
In Room: Hall A-E Poster Location: 22 in Poster Session 1.
Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes
Keyue Jiang ⋅ Bohan Tang ⋅ Xiaowen Dong ⋅ Laura Toni
In Room: Hall A-E Poster Location: 123 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Batch, match, and patch: low-rank approximations for score-based variational inference
Chirag Modi ⋅ Diana Cai ⋅ Lawrence Saul
In Room: Hall A-E Poster Location: 79 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo
Gilad Turok ⋅ Chirag Modi ⋅ Bob Carpenter
In Room: Hall A-E Poster Location: 143 in Poster Session 3.
Multi-marginal Schrödinger Bridges with Iterative Reference Refinement
Yunyi Shen ⋅ Renato Berlinghieri ⋅ Tamara Broderick
In Room: Hall A-E Poster Location: 11 in Poster Session 1.
Calibrated Computation-Aware Gaussian Processes
Disha Hegde ⋅ Mohamed Adil ⋅ Jon Cockayne
In Room: Hall A-E Poster Location: 156 in Poster Session 2.
Robust Classification by Coupling Data Mollification with Label Smoothing
Markus Heinonen ⋅ Ba-Hien Tran ⋅ Michael Kampffmeyer ⋅ Maurizio Filippone
In Room: Hall A-E Poster Location: 96 in Poster Session 2.
What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much?
Rafał Karczewski ⋅ Samuel Kaski ⋅ Markus Heinonen ⋅ Vikas Garg
In Room: Hall A-E Poster Location: 4 in Poster Session 2.
Distributional Adversarial Loss
Saba Ahmadi ⋅ Siddharth Bhandari ⋅ Avrim Blum ⋅ Chen Dan ⋅ Prabhav Jain
In Room: Hall A-E Poster Location: 33 in Poster Session 1.
Testing Conditional Independence with Deep Neural Network Based Binary Expansion Testing (DeepBET)
Yang Yang ⋅ Kai Zhang ⋅ Ping-Shou Zhong
In Room: Hall A-E Poster Location: 197 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Locally Private Sampling with Public Data Project Page ↗
Behnoosh Zamanlooy ⋅ Mario Diaz ⋅ Shahab Asoodeh
In Room: Hall A-E Poster Location: 60 in Poster Session 1.
Robust Score Matching
Richard Schwank ⋅ Andrew McCormack ⋅ Mathias Drton
In Room: Hall A-E Poster Location: 55 in Poster Session 1.
Legitimate ground-truth-free metrics for deep uncertainty classification scoring
Arthur Pignet ⋅ Chiara Regniez ⋅ John Klein
In Room: Hall A-E Poster Location: 177 in Poster Session 1.
Beyond Size-Based Metrics: Measuring Task-Specific Complexity in Symbolic Regression
Krzysztof Kacprzyk ⋅ Mihaela van der Schaar
In Room: Hall A-E Poster Location: 120 in Poster Session 3.
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift
Baozhen Wang ⋅ Xingye Qiao
In Room: Hall A-E Poster Location: 75 in Poster Session 3.
Transformers are Provably Optimal In-context Estimators for Wireless Communications Project Page ↗
Vishnu Teja Kunde ⋅ Vicram Rajagopalan ⋅ Chandra Shekhara Kaushik Valmeekam ⋅ Krishna Narayanan ⋅ Jean-Francois Chamberland ⋅ Dileep Kalathil ⋅ Srinivas Shakkottai
In Room: Hall A-E Poster Location: 163 in Poster Session 1.
Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions
Omer Noy Klein ⋅ Alihan Hüyük ⋅ Ron Shamir ⋅ Uri Shalit ⋅ Mihaela van der Schaar
In Room: Hall A-E Poster Location: 144 in Poster Session 1.
Max-Rank: Efficient Multiple Testing for Conformal Prediction
Alexander Timans ⋅ Christoph-Nikolas Straehle ⋅ Kaspar Sakmann ⋅ Christian Andersson Naesseth ⋅ Eric Nalisnick
In Room: Hall A-E Poster Location: 13 in Poster Session 2.
Revisiting LocalSGD and SCAFFOLD: Improved Rates and Missing Analysis
Ruichen Luo ⋅ Sebastian Stich ⋅ Samuel Horvath ⋅ Martin Takac
In Room: Hall A-E Poster Location: 59 in Poster Session 2.
Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory
Zhi Zhang ⋅ Chris Chow ⋅ Yasi Zhang ⋅ Yanchao Sun ⋅ Haochen Zhang ⋅ Eric Jiang ⋅ Han Liu ⋅ Furong Huang ⋅ Yuchen Cui ⋅ Oscar Madrid
In Room: Hall A-E Poster Location: 188 in Poster Session 1.
Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport
Jayoung Ryu ⋅ Charlotte Bunne ⋅ Luca Pinello ⋅ Aviv Regev ⋅ Romain Lopez
In Room: Hall A-E Poster Location: 186 in Poster Session 1.
Bayesian Circular Regression with von Mises Quasi-Processes
Yarden Cohen ⋅ Alexandre Wu Navarro ⋅ Jes Frellsen ⋅ Richard Turner ⋅ Raziel Riemer ⋅ Ari Pakman
In Room: Hall A-E Poster Location: 15 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
On Subjective Uncertainty Quantification and Calibration in Natural Language Generation
Ziyu Wang ⋅ Chris Holmes
In Room: Hall A-E Poster Location: 203 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Statistical Guarantees for Unpaired Image-to-Image Cross-Domain Analysis using GANs
Saptarshi Chakraborty ⋅ Peter Bartlett
In Room: Hall A-E Poster Location: 163 in Poster Session 3.
LITE: Efficiently Estimating Gaussian Probability of Maximality Project Page ↗
Nicolas Menet ⋅ Jonas Hübotter ⋅ Parnian Kassraie ⋅ Andreas Krause
In Room: Hall A-E Poster Location: 130 in Poster Session 2.
The Sample Complexity of Stackelberg Games
Francesco Bacchiocchi ⋅ Matteo Bollini ⋅ Matteo Castiglioni ⋅ Alberto Marchesi ⋅ Nicola Gatti
In Room: Hall A-E Poster Location: 88 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
On the Relationship Between Robustness and Expressivity of Graph Neural Networks
Lorenz Kummer ⋅ Wilfried Gansterer ⋅ Nils Kriege
In Room: Hall A-E Poster Location: 140 in Poster Session 2.
Fundamental Limits of Perfect Concept Erasure
Somnath Basu Roy Chowdhury ⋅ Kumar Avinava Dubey ⋅ Ahmad Beirami ⋅ Rahul Kidambi ⋅ Nicholas Monath ⋅ Amr Ahmed ⋅ Snigdha Chaturvedi
In Room: Hall A-E Poster Location: 132 in Poster Session 1.
Almost linear time differentially private release of synthetic graphs
Zongrui Zou ⋅ Jingcheng Liu ⋅ Jalaj Upadhyay
In Room: Hall A-E Poster Location: 10 in Poster Session 1.
Active Feature Acquisition for Personalised Treatment Assignment
Julianna Piskorz ⋅ Nicolás Astorga ⋅ Jeroen Berrevoets ⋅ Mihaela van der Schaar
In Room: Hall A-E Poster Location: 159 in Poster Session 3.
Balls-and-Bins Sampling for DP-SGD
Lynn Chua ⋅ Badih Ghazi ⋅ Charlie Harrison ⋅ Pritish Kamath ⋅ Ravi Kumar ⋅ Ethan Leeman ⋅ Pasin Manurangsi ⋅ Amer Sinha ⋅ Chiyuan Zhang
In Room: Hall A-E Poster Location: 9 in Poster Session 1.
Stein Boltzmann Sampling: A Variational Approach for Global Optimization
Gaëtan Serré ⋅ Argyris Kalogeratos ⋅ Nicolas Vayatis
In Room: Hall A-E Poster Location: 143 in Poster Session 2.
Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion Project Page ↗
Grigor Bezirganyan ⋅ Sana Sellami ⋅ Laure Berti-Equille ⋅ Sébastien Fournier
In Room: Hall A-E Poster Location: 119 in Poster Session 2.
Tamed Langevin sampling under weaker conditions
Iosif Lytras ⋅ Panayotis Mertikopoulos
In Room: Hall A-E Poster Location: 32 in Poster Session 2.
On the Computational Tractability of the (Many) Shapley Values
Reda Marzouk ⋅ Shahaf Bassan ⋅ Guy Katz ⋅ De la Higuera
In Room: Hall A-E Poster Location: 190 in Poster Session 1.
Cross Validation for Correlated Data in Classification Models Project Page ↗
Oren Yuval ⋅ Saharon Rosset
In Room: Hall A-E Poster Location: 190 in Poster Session 2.
Deep Clustering via Probabilistic Ratio-Cut Optimization Project Page ↗
Ayoub Ghriss ⋅ Claire Monteleoni
In Room: Hall A-E Poster Location: 158 in Poster Session 1.
Consistent Amortized Clustering via Generative Flow Networks
Irit Chelly ⋅ Roy Uziel ⋅ Oren Freifeld ⋅ Ari Pakman
In Room: Hall A-E Poster Location: 111 in Poster Session 2.
Calm Composite Losses: Being Improper Yet Proper Composite
Han Bao ⋅ Nontawat Charoenphakdee
In Room: Hall A-E Poster Location: 186 in Poster Session 2.
Differentially Private Continual Release of Histograms and Related Queries
Monika Henzinger ⋅ A. R. Sricharan ⋅ Teresa Steiner
In Room: Hall A-E Poster Location: 50 in Poster Session 1.
Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging Project Page ↗
Amartya Banerjee ⋅ Lee ⋅ Nir Sharon ⋅ Caroline Moosmüller
In Room: Hall A-E Poster Location: 184 in Poster Session 3.
Partial Information Decomposition for Data Interpretability and Feature Selection
Charles Westphal ⋅ Stephen Hailes ⋅ Mirco Musolesi
In Room: Hall A-E Poster Location: 151 in Poster Session 2.
Distribution-Aware Mean Estimation under User-level Local Differential Privacy
Corentin Pla ⋅ Maxime Vono ⋅ Hugo Richard
In Room: Hall A-E Poster Location: 107 in Poster Session 1.
QuACK: A Multipurpose Queuing Algorithm for Cooperative $k$-Armed Bandits
Benjamin Howson ⋅ Sarah Filippi ⋅ Ciara Pike-Burke
In Room: Hall A-E Poster Location: 64 in Poster Session 1.
Cost-Aware Optimal Pairwise Pure Exploration
Di Wu ⋅ Chengshuai Shi ⋅ Ruida Zhou ⋅ Cong Shen
In Room: Hall A-E Poster Location: 83 in Poster Session 3.
Variational Combinatorial Sequential Monte Carlo for Bayesian Phylogenetics in Hyperbolic Space
Alex Chen ⋅ Philippe Chlenski ⋅ Kenneth Munyuza ⋅ Antonio Moretti ⋅ Christian Andersson Naesseth ⋅ Itsik Pe'er
In Room: Hall A-E Poster Location: 96 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent Project Page ↗
Teodor Rotaru ⋅ Panagiotis Patrinos ⋅ François Glineur
In Room: Hall A-E Poster Location: 86 in Poster Session 2.
Superiority of Multi-Head Attention: A Theoretical Study in Shallow Transformers in In-Context Linear Regression
Yingqian Cui ⋅ Jie Ren ⋅ Pengfei He ⋅ Hui Liu ⋅ Jiliang Tang ⋅ Yue Xing
In Room: Hall A-E Poster Location: 119 in Poster Session 3.
SNAP: Sequential Non-Ancestor Pruning for Targeted Causal Effect Estimation With an Unknown Graph
Mátyás Schubert ⋅ Tom Claassen ⋅ Sara Magliacane
In Room: Hall A-E Poster Location: 10 in Poster Session 2.
LMEraser: Large Model Unlearning via Adaptive Prompt Tuning
Jie Xu ⋅ Zihan Wu ⋅ Cong Wang ⋅ Xiaohua Jia
In Room: Hall A-E Poster Location: 149 in Poster Session 1.
Clustering Context in Off-Policy Evaluation Project Page ↗
Daniel Guzmán Olivares ⋅ Philipp Schmidt ⋅ Jacek Golebiowski ⋅ Artur Bekasov
In Room: Hall A-E Poster Location: 76 in Poster Session 2.
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span
Woojin Chae ⋅ Kihyuk (Ki) Hong ⋅ Yufan Zhang ⋅ Ambuj Tewari ⋅ Dabeen Lee
In Room: Hall A-E Poster Location: 182 in Poster Session 1.
Kernel Single Proxy Control for Deterministic Confounding
Liyuan Xu ⋅ Arthur Gretton
In Room: Hall A-E Poster Location: 117 in Poster Session 2.
Data Reconstruction Attacks and Defenses: A Systematic Evaluation
Sheng Liu ⋅ Zihan Wang ⋅ Yuxiao Chen ⋅ Qi Lei
In Room: Hall A-E Poster Location: 141 in Poster Session 2.
Cost-aware simulation-based inference
Ayush Bharti ⋅ Daolang Huang ⋅ Samuel Kaski ⋅ Francois-Xavier Briol
In Room: Hall A-E Poster Location: 205 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Signal Recovery from Random Dot-Product Graphs under Local Differential Privacy
Siddharth Vishwanath ⋅ Jonathan Hehir
In Room: Hall A-E Poster Location: 56 in Poster Session 1.
Feasible Learning
Juan Ramirez ⋅ Ignacio Hounie ⋅ Juan Elenter ⋅ Jose Gallego-Posada ⋅ Meraj Hashemizadeh ⋅ Alejandro Ribeiro ⋅ Simon Lacoste-Julien
In Room: Hall A-E Poster Location: 7 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Score matching for bridges without learning time-reversals
Elizabeth Baker ⋅ Moritz Schauer ⋅ Stefan Sommer
In Room: Hall A-E Poster Location: 53 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Sequential Kernelized Stein Discrepancy
Diego Martinez-Taboada ⋅ Aaditya Ramdas
In Room: Hall A-E Poster Location: 173 in Poster Session 3.
Estimation of Large Zipfian Distributions with Sort and Snap
Peter Jacobs ⋅ Anirban Bhattacharya ⋅ Debdeep Pati ⋅ Lekha Patel ⋅ Jeff Phillips
In Room: Hall A-E Poster Location: 19 in Poster Session 1.
Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Project Page ↗
Fares Fourati ⋅ Salma Kharrat ⋅ Vaneet Aggarwal ⋅ Mohamed-Slim Alouini
In Room: Hall A-E Poster Location: 89 in Poster Session 2.
Diffusion Models under Group Transformations Project Page ↗
Haoye Lu ⋅ Spencer Szabados ⋅ Yaoliang Yu
In Room: Hall A-E Poster Location: 101 in Poster Session 3.
DPFL: Decentralized Personalized Federated Learning
Salma Kharrat ⋅ Marco Canini ⋅ Samuel Horvath
In Room: Hall A-E Poster Location: 136 in Poster Session 1.
Function-Space MCMC for Bayesian Wide Neural Networks
Lucia Pezzetti ⋅ Stefano Favaro ⋅ Stefano Peluchetti
In Room: Hall A-E Poster Location: 92 in Poster Session 1.
On the Sample Complexity of Next-Token Prediction
Oğuz Kaan Yüksel ⋅ Nicolas Flammarion
In Room: Hall A-E Poster Location: 200 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Time-series attribution maps with regularized contrastive learning Project Page ↗
Steffen Schneider ⋅ Rodrigo González Laiz ⋅ Anastasiia Filippova ⋅ Markus Frey ⋅ Mackenzie Mathis
In Room: Hall A-E Poster Location: 127 in Poster Session 1.
ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning
Kaan Ozkara ⋅ Bruce Huang ⋅ Ruida Zhou ⋅ Suhas Diggavi
In Room: Hall A-E Poster Location: 188 in Poster Session 2.
Refined Analysis of Constant Step Size Federated Averaging and Federated Richardson-Romberg Extrapolation
Paul Mangold ⋅ Alain Durmus ⋅ Aymeric Dieuleveut ⋅ Sergey Samsonov ⋅ Eric Moulines
In Room: Hall A-E Poster Location: 122 in Poster Session 2.
SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings
Shivvrat Arya ⋅ Tahrima Rahman ⋅ Vibhav Gogate
In Room: Hall A-E Poster Location: 29 in Poster Session 2.
Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition
Fengxue Zhang ⋅ Thomas Desautels ⋅ Yuxin Chen
In Room: Hall A-E Poster Location: 195 in Poster Session 3.
Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons
Wei Huang ⋅ Yuan Cao ⋅ Haonan Wang ⋅ Xin Cao ⋅ Taiji Suzuki
In Room: Hall A-E Poster Location: 37 in Poster Session 1.
High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise
Aleksandar Armacki ⋅ Shuhua Yu ⋅ Pranay Sharma ⋅ Gauri Joshi ⋅ Dragana Bajovic ⋅ Dusan Jakovetic ⋅ Soummya Kar
In Room: Hall A-E Poster Location: 148 in Poster Session 3.
Changepoint Estimation in Sparse Dynamic Stochastic Block Models under Near-Optimal Signal Strength
Shirshendu Chatterjee ⋅ Soumendu Sundar Mukherjee ⋅ Tamojit Sadhukhan
In Room: Hall A-E Poster Location: 156 in Poster Session 1.
Strategic Conformal Prediction
Daniel Csillag ⋅ Claudio Struchiner ⋅ Guilherme Goedert
In Room: Hall A-E Poster Location: 78 in Poster Session 3.
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
Yingqian Cui ⋅ Pengfei He ⋅ Xianfeng Tang ⋅ Qi He ⋅ Chen Luo ⋅ Jiliang Tang ⋅ Yue Xing
In Room: Hall A-E Poster Location: 89 in Poster Session 1.
Paths and Ambient Spaces in Neural Loss Landscapes
Daniel Dold ⋅ Julius Kobialka ⋅ Nicolai Palm ⋅ Emanuel Sommer ⋅ David Rügamer ⋅ Oliver Dürr
In Room: Hall A-E Poster Location: 125 in Poster Session 3.
Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage
Achraf Azize ⋅ Debabrota Basu
In Room: Hall A-E Poster Location: 1 in Poster Session 2.
Integer Programming Based Methods and Heuristics for Causal Graph Learning
Sanjeeb Dash ⋅ Joao Goncalves ⋅ Tian Gao
In Room: Hall A-E Poster Location: 8 in Poster Session 2.
TempTest: Local Normalization Distortion and the Detection of Machine-generated Text
Tom Kempton ⋅ Stuart Burrell ⋅ Connor Cheverall
In Room: Hall A-E Poster Location: 178 in Poster Session 1.
Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization
Deep Chakraborty ⋅ Yann LeCun ⋅ Tim G. J. Rudner ⋅ Erik Learned-Miller
In Room: Hall A-E Poster Location: 25 in Poster Session 2.
UNHaP: Unmixing Noise from Hawkes Processes
Virginie Loison ⋅ Guillaume Staerman ⋅ Thomas Moreau
In Room: Hall A-E Poster Location: 41 in Poster Session 2.
Prediction-Centric Uncertainty Quantification via MMD
Zheyang Shen ⋅ Jeremias Knoblauch ⋅ Sam Power ⋅ Chris Oates
In Room: Hall A-E Poster Location: 194 in Poster Session 3.
HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search
Tuan Nguyen ⋅ Jay Barrett ⋅ Kwang-Sung Jun
In Room: Hall A-E Poster Location: 85 in Poster Session 2.
$\mathcal{I}$-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers
Ritwik Vashistha ⋅ Arya Farahi
In Room: Hall A-E Poster Location: 184 in Poster Session 2.
When the Universe is Too Big: Bounding Consideration Probabilities for Plackett-Luce Rankings
Ben Aoki-Sherwood ⋅ Catherine Bregou ⋅ David Liben-Nowell ⋅ Kiran Tomlinson ⋅ Thomas Zeng
In Room: Hall A-E Poster Location: 158 in Poster Session 2.
Stochastic Rounding for LLM Training: Theory and Practice
Kaan Ozkara ⋅ Tao Yu ⋅ Youngsuk Park
In Room: Hall A-E Poster Location: 133 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Inverse Optimization with Prediction Market: A Characterization of Scoring Rules for Elciting System States
Han Bao ⋅ Shinsaku Sakaue
In Room: Hall A-E Poster Location: 178 in Poster Session 3.
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning Project Page ↗
Chungpa Lee ⋅ Jeongheon Oh ⋅ Kibok Lee ⋅ Jy-yong Sohn
In Room: Hall A-E Poster Location: 61 in Poster Session 3.
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties
David Martínez-Rubio ⋅ Christophe Roux ⋅ Christopher Criscitiello ⋅ Sebastian Pokutta
In Room: Hall A-E Poster Location: 76 in Poster Session 3.
Causal Representation Learning from General Environments under Nonparametric Mixing
Ignavier Ng ⋅ Shaoan Xie ⋅ Xinshuai Dong ⋅ Peter Spirtes ⋅ Kun Zhang
In Room: Hall A-E Poster Location: 184 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Safe exploration in reproducing kernel Hilbert spaces
Abdullah Tokmak ⋅ Kiran Krishnan ⋅ Thomas Schön ⋅ Dominik Baumann
In Room: Hall A-E Poster Location: 109 in Poster Session 3.
Differentially Private Graph Data Release: Inefficiencies & Unfairness
Ferdinando Fioretto ⋅ Diptangshu Sen ⋅ Juba Ziani
In Room: Hall A-E Poster Location: 198 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning
Boning Zhang ⋅ Dongzhu Liu ⋅ Osvaldo Simeone ⋅ Guanchu Wang ⋅ Dimitrios Pezaros ⋅ Guangxu Zhu
In Room: Hall A-E Poster Location: 99 in Poster Session 2.
Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems
Da Long ⋅ Zhitong Xu ⋅ Qiwei Yuan ⋅ Yin Yang ⋅ Shandian Zhe
In Room: Hall A-E Poster Location: 69 in Poster Session 3.
Ordered $\mathcal{V}$-information Growth: A Fresh Perspective on Shared Information
Rohan Ghosh ⋅ Mehul Motani
In Room: Hall A-E Poster Location: 182 in Poster Session 2.
Counting Graphlets of Size k under Local Differential Privacy
Vorapong Suppakitpaisarn ⋅ Donlapark Ponnoprat ⋅ Nicha Hirankarn ⋅ Quentin Hillebrand
In Room: Hall A-E Poster Location: 170 in Poster Session 1.
MING: A Functional Approach to Learning Molecular Generative Models
Van Khoa NGUYEN ⋅ Maciej Falkiewicz ⋅ Giangiacomo Mercatali ⋅ Alexandros Kalousis
In Room: Hall A-E Poster Location: 167 in Poster Session 2.
Steinmetz Neural Networks for Complex-Valued Data
Shyam Venkatasubramanian ⋅ Ali Pezeshki ⋅ Vahid Tarokh
In Room: Hall A-E Poster Location: 122 in Poster Session 1.
Knowledge Graph Completion with Mixed Geometry Tensor Factorization
Viacheslav Yusupov ⋅ Maxim Rakhuba ⋅ Evgeny Frolov
In Room: Hall A-E Poster Location: 85 in Poster Session 1.
Variational Schr\"odinger Momentum Diffusion
Kevin Rojas ⋅ Yixin Tan ⋅ Molei Tao ⋅ Yuriy Nevmyvaka ⋅ Wei Deng
In Room: Hall A-E Poster Location: 162 in Poster Session 2.
Deep Generative Quantile Bayes
Jungeum Kim ⋅ Percy Zhai ⋅ Veronika Rockova
In Room: Hall A-E Poster Location: 114 in Poster Session 1.
A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks
Uday Kiran Reddy Tadipatri ⋅ Ben Haeffele ⋅ Joshua Agterberg ⋅ Rene Vidal
In Room: Hall A-E Poster Location: 199 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
The Strong Product Model for Network Inference without Independence Assumptions
Bailey Andrew ⋅ David Westhead ⋅ Luisa Cutillo
In Room: Hall A-E Poster Location: 48 in Poster Session 2.
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications
Erfan Mirzaei ⋅ Andreas Maurer ⋅ Vladimir Kostic ⋅ Massimiliano Pontil
In Room: Hall A-E Poster Location: 125 in Poster Session 1.
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
Eduard Tulchinskii ⋅ Daria Voronkova ⋅ Ilya Trofimov ⋅ Evgeny Burnaev ⋅ Serguei Barannikov
In Room: Hall A-E Poster Location: 81 in Poster Session 2.
Wasserstein Distributionally Robust Bayesian Optimization with Continuous Context
Francesco Micheli ⋅ Efe Balta ⋅ Anastasios Tsiamis ⋅ John Lygeros
In Room: Hall A-E Poster Location: 126 in Poster Session 3.
Online-to-PAC generalization bounds under graph-mixing dependencies
Baptiste Abélès ⋅ Gergely Neu ⋅ Eugenio Clerico
In Room: Hall A-E Poster Location: 80 in Poster Session 1.
Rate of Model Collapse in Recursive Training
Ananda Theertha Suresh ⋅ Andrew Thangaraj ⋅ Aditya Khandavally
In Room: Hall A-E Poster Location: 95 in Poster Session 2.
Unbiased Quantization of the $L_1$ Ball for Communication-Efficient Distributed Mean Estimation
Nithish Suresh Babu ⋅ Ritesh Kumar ⋅ Shashank Vatedka
In Room: Hall A-E Poster Location: 42 in Poster Session 1.
On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients
Satish Keshri ⋅ Nazreen Shah ⋅ Ranjitha Prasad
In Room: Hall A-E Poster Location: 24 in Poster Session 2.
Order-Optimal Regret in Distributed Kernel Bandits
Nikola Pavlovic ⋅ Sudeep Salgia ⋅ Qing Zhao
In Room: Hall A-E Poster Location: 63 in Poster Session 1.
On the Inherent Privacy of Zeroth-Order Projected Gradient Descent
Devansh Gupta ⋅ Meisam Razaviyayn ⋅ Vatsal Sharan
In Room: Hall A-E Poster Location: 28 in Poster Session 2.
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses
Mathieu Bazinet ⋅ Valentina Zantedeschi ⋅ Pascal Germain
In Room: Hall A-E Poster Location: 152 in Poster Session 1.
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models
Mingyu Pu ⋅ Songhao Wang ⋅ Haowei Wang ⋅ Szu Hui Ng
In Room: Hall A-E Poster Location: 52 in Poster Session 3.
Fundamental computational limits of weak learnability in high-dimensional multi-index models
Emanuele Troiani ⋅ Yatin Dandi ⋅ Leonardo Defilippis ⋅ Lenka Zdeborova ⋅ Bruno Loureiro ⋅ FLORENT KRZAKALA
In Room: Hall A-E Poster Location: 170 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Improving Stochastic Cubic Newton with Momentum
El Mahdi Chayti ⋅ Nikita Doikov ⋅ Martin Jaggi
In Room: Hall A-E Poster Location: 98 in Poster Session 2.
The Polynomial Iteration Complexity for Variance Exploding Diffusion Models: Elucidating SDE and ODE Samplers
Ruofeng Yang ⋅ Bo Jiang ⋅ Shuai Li
In Room: Hall A-E Poster Location: 90 in Poster Session 1.
Bandit Pareto Set Identification in a Multi-Output Linear Model
Cyrille Kone ⋅ Emilie Kaufmann ⋅ Laura Richert
In Room: Hall A-E Poster Location: 3 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Learning the Pareto Front Using Bootstrapped Observation Samples
Wonyoung Kim ⋅ Garud Iyengar ⋅ Assaf Zeevi
In Room: Hall A-E Poster Location: 5 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Federated Communication-Efficient Multi-Objective Optimization
Baris Askin ⋅ Pranay Sharma ⋅ Gauri Joshi ⋅ Carlee Joe-Wong
In Room: Hall A-E Poster Location: 157 in Poster Session 1.
Online Assortment and Price Optimization Under Contextual Choice Models
Yigit Efe Erginbas ⋅ Thomas Courtade ⋅ Ramchandran Kannan
In Room: Hall A-E Poster Location: 69 in Poster Session 1.
Recurrent Neural Goodness-of-Fit Test for Time Series
Aoran Zhang ⋅ Wenbin Zhou ⋅ Liyan Xie ⋅ Shixiang Zhu
In Room: Hall A-E Poster Location: 159 in Poster Session 1.
Towards Fair Graph Learning without Demographic Information
Zichong Wang ⋅ Nhat Hoang ⋅ Xingyu Zhang ⋅ Kevin Bello ⋅ Xiangliang Zhang ⋅ Sitharama Iyengar ⋅ Wenbin Zhang
In Room: Hall A-E Poster Location: 189 in Poster Session 1.
Parameter estimation in state space models using particle importance sampling
Yuxiong Gao ⋅ Wentao Li ⋅ Rong Chen
In Room: Hall A-E Poster Location: 157 in Poster Session 2.
Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector Project Page ↗
Andi Zhang ⋅ Tim Xiao ⋅ Weiyang Liu ⋅ Robert Bamler ⋅ Damon Wischik
In Room: Hall A-E Poster Location: 96 in Poster Session 1.
High Dimensional Bayesian Optimization using Lasso Variable Selection
Vu Hoang ⋅ Hung Tran ⋅ Sunil Gupta ⋅ Vu Nguyen
In Room: Hall A-E Poster Location: 71 in Poster Session 3.
Approximate information maximization for bandit games
Alex Chebbah ⋅ Christian L. Vestergaard ⋅ jean-baptiste masson ⋅ Etienne Boursier
In Room: Hall A-E Poster Location: 148 in Poster Session 2.
Narrowing the Gap between Adversarial and Stochastic MDPs via Policy Optimization
Daniil Tiapkin ⋅ Evgenii Chzhen ⋅ Gilles Stoltz
In Room: Hall A-E Poster Location: 39 in Poster Session 1.
Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis
Jia Lin Hau ⋅ Erick Delage ⋅ Esther Derman ⋅ Mohammad Ghavamzadeh ⋅ Marek Petrik
In Room: Hall A-E Poster Location: 112 in Poster Session 2.
Bridging Domains with Approximately Shared Features
Ziliang Zhong ⋅ Xiang Pan ⋅ Qi Lei
In Room: Hall A-E Poster Location: 20 in Poster Session 1.
Cross-Modal Imputation and Uncertainty Estimation for Spatial Transcriptomics
Xiangyu Guo ⋅ Ricardo Henao
In Room: Hall A-E Poster Location: 31 in Poster Session 1.
Infinite-dimensional Diffusion Bridge Simulation via Operator Learning
Gefan Yang ⋅ Elizabeth Baker ⋅ Michael Severinsen ⋅ Christy Hipsley ⋅ Stefan Sommer
In Room: Hall A-E Poster Location: 102 in Poster Session 1.
Distributional Counterfactual Explanations With Optimal Transport
Lei You ⋅ Lele Cao ⋅ Mattias Nilsson ⋅ Bo Zhao ⋅ Lei Lei
In Room: Hall A-E Poster Location: 13 in Poster Session 1.
Collaborative non-parametric two-sample testing
Alejandro de la Concha ⋅ Nicolas Vayatis ⋅ Argyris Kalogeratos
In Room: Hall A-E Poster Location: 170 in Poster Session 3.
A Unified Evaluation Framework for Epistemic Predictions
Shireen Kudukkil Manchingal ⋅ Muhammad Mubashar ⋅ Kaizheng Wang ⋅ Fabio Cuzzolin
In Room: Hall A-E Poster Location: 154 in Poster Session 2.
Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation
Anshul Thakur ⋅ Elena Gal ⋅ Soheila Molaei ⋅ Xiao Gu ⋅ Patrick Schwab ⋅ Danielle Belgrave ⋅ Kim Branson ⋅ David Clifton
In Room: Hall A-E Poster Location: 8 in Poster Session 3.
Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention
Alexander Koebler ⋅ Thomas Decker ⋅ Ingo Thon ⋅ Volker Tresp ⋅ Florian Buettner
In Room: Hall A-E Poster Location: 141 in Poster Session 1.
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks
Felix Jimenez ⋅ Matthias Katzfuss
In Room: Hall A-E Poster Location: 30 in Poster Session 2.
Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control
Zifan LIU ⋅ Xinran Li ⋅ Shibo Chen ⋅ Gen Li ⋅ Jiashuo Jiang ⋅ Jun Zhang
In Room: Hall A-E Poster Location: 168 in Poster Session 1.
Estimating the Spectral Moments of the Kernel Integral Operator from Finite Sample Matrices
Chanwoo Chun ⋅ SueYeon Chung ⋅ Daniel Lee
In Room: Hall A-E Poster Location: 204 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Gaussian Mean Testing under Truncation
Clement Canonne ⋅ Themistoklis Gouleakis ⋅ Yuhao Wang ⋅ Qiping Yang
In Room: Hall A-E Poster Location: 21 in Poster Session 1.
Locally Optimal Descent for Dynamic Stepsize Scheduling
Gilad Yehudai ⋅ Alon Cohen ⋅ Amit Daniely ⋅ Yoel Drori ⋅ Tomer Koren ⋅ Mariano Schain
In Room: Hall A-E Poster Location: 17 in Poster Session 2.
Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections
Marco Miani ⋅ Hrittik Roy ⋅ Soren Hauberg
In Room: Hall A-E Poster Location: 154 in Poster Session 1.
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
Fabian Fumagalli ⋅ Maximilian Muschalik ⋅ Eyke Hüllermeier ⋅ Barbara Hammer ⋅ Julia Herbinger
In Room: Hall A-E Poster Location: 180 in Poster Session 1.
Memorization in Attention-only Transformers
Léo Dana ⋅ Muni Sreenivas Pydi ⋅ Yann Chevaleyre
In Room: Hall A-E Poster Location: 151 in Poster Session 1.
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization
Simon Vary ⋅ David Martínez-Rubio ⋅ Patrick Rebeschini
In Room: Hall A-E Poster Location: 32 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation
Diantong Li ⋅ Fengxue Zhang ⋅ Chong Liu ⋅ Yuxin Chen
In Room: Hall A-E Poster Location: 51 in Poster Session 3.
Computing high-dimensional optimal transport by flow neural networks
Chen Xu ⋅ Xiuyuan Cheng ⋅ Yao Xie
In Room: Hall A-E Poster Location: 166 in Poster Session 2.
Meta-learning Task-specific Regularization Weights for Few-shot Linear Regression
Tomoharu Iwata ⋅ Atsutoshi Kumagai ⋅ Yasutoshi Ida
In Room: Hall A-E Poster Location: 129 in Poster Session 2.
Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning
Xutong Zhao ⋅ Yaqi Xie
In Room: Hall A-E Poster Location: 73 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Asynchronous Decentralized Optimization with Constraints: Achievable Speeds of Convergence for Directed Graphs
firooz shahriari-mehr ⋅ Ashkan Panahi
In Room: Hall A-E Poster Location: 144 in Poster Session 2.
FLIPHAT: Joint Differential Privacy for High Dimensional Linear Bandits Project Page ↗
Saptarshi Roy ⋅ Sunrit Chakraborty ⋅ Debabrota Basu
In Room: Hall A-E Poster Location: 175 in Poster Session 1.
Nonparametric Factor Analysis and Beyond
Yujia Zheng ⋅ Yang Liu ⋅ Jiaxiong Yao ⋅ Yingyao Hu ⋅ Kun Zhang
In Room: Hall A-E Poster Location: 67 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Evidential Uncertainty Probes for Graph Neural Networks
Linlin Yu ⋅ Kangshuo Li ⋅ Pritom Saha ⋅ Yifei Lou ⋅ Feng Chen
In Room: Hall A-E Poster Location: 31 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Structure based SAT dataset for analysing GNN generalisation
Yi Fu ⋅ Anthony Tompkins ⋅ Yang Song ⋅ Maurice Pagnucco
In Room: Hall A-E Poster Location: 137 in Poster Session 2.
Optimal Multi-Objective Best Arm Identification with Fixed Confidence
Zhirui Chen ⋅ P. N. Karthik ⋅ Yeow Meng Chee ⋅ Vincent Tan
In Room: Hall A-E Poster Location: 97 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model
Francesco Pezzicoli ⋅ Valentina Ros ⋅ Francois Landes ⋅ Marco Baity-Jesi
In Room: Hall A-E Poster Location: 169 in Poster Session 1.
Nyström Kernel Stein Discrepancy Project Page ↗
Florian Kalinke ⋅ Zoltan Szabo ⋅ Bharath Sriperumbudur
In Room: Hall A-E Poster Location: 153 in Poster Session 3.
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
Lucile Ter-Minassian ⋅ Liran Szlak ⋅ Ehud Karavani ⋅ Chris Holmes ⋅ Yishai Shimoni
In Room: Hall A-E Poster Location: 116 in Poster Session 1.
AxlePro: Momentum-Accelerated Batched Training of Kernel Machines
Yiming Zhang ⋅ Parthe Pandit
In Room: Hall A-E Poster Location: 60 in Poster Session 2.
Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators
NAICHANG KE ⋅ Ryogo Tanaka ⋅ Yoshinobu Kawahara
In Room: Hall A-E Poster Location: 76 in Poster Session 1.
Decoupling epistemic and aleatoric uncertainties with possibility theory
Nong Hieu ⋅ Jeremie Houssineau ⋅ Neil Chada ⋅ Emmanuel Delande
In Room: Hall A-E Poster Location: 163 in Poster Session 2.
Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting Project Page ↗
Fuqiang Liu ⋅ Sicong Jiang ⋅ Luis Miranda-Moreno ⋅ Seongjin Choi ⋅ Lijun Sun
In Room: Hall A-E Poster Location: 27 in Poster Session 3.
Density-Dependent Group Testing
Rahil Morjaria ⋅ Saikiran Bulusu ⋅ Venkata Gandikota ⋅ Sidharth Jaggi
In Room: Hall A-E Poster Location: 65 in Poster Session 3.
Bilevel Reinforcement Learning via the Development of Hyper-gradient without Lower-Level Convexity Project Page ↗
Yan Yang ⋅ Bin Gao ⋅ Ya-xiang Yuan
In Room: Hall A-E Poster Location: 45 in Poster Session 3.
Learning the Distribution Map in Reverse Causal Performative Prediction
Daniele Bracale ⋅ Subha Maity ⋅ Yuekai Sun ⋅ Moulinath Banerjee
In Room: Hall A-E Poster Location: 171 in Poster Session 1.
A Random Matrix Theory Perspective on the Spectrum of Learned Features and Asymptotic Generalization Capabilities
Yatin Dandi ⋅ Luca Pesce ⋅ Hugo Cui ⋅ FLORENT KRZAKALA ⋅ Yue Lu ⋅ Bruno Loureiro
In Room: Hall A-E Poster Location: 3 in Poster Session 1.
Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings
Nikolaos Nakis ⋅ Chrysoula Kosma ⋅ Giannis Nikolentzos ⋅ Michail Chatzianastasis ⋅ Iakovos Evdaimon ⋅ Michalis Vazirgiannis
In Room: Hall A-E Poster Location: 174 in Poster Session 2.
A Differential Inclusion Approach for Learning Heterogeneous Sparsity in Neuroimaging Analysis
Wenjing Han ⋅ Yueming Wu ⋅ Xinwei Sun ⋅ Lingjing Hu ⋅ Yizhou Wang
In Room: Hall A-E Poster Location: 33 in Poster Session 2.
DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification
Xiaoxue Han ⋅ Huzefa Rangwala ⋅ Yue Ning
In Room: Hall A-E Poster Location: 20 in Poster Session 3.
Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings
Haolin Zou ⋅ Arnab Auddy ⋅ Kamiar Rahnama Rad ⋅ Arian Maleki
In Room: Hall A-E Poster Location: 202 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
Sebastian Pineda Arango ⋅ Pedro Mercado ⋅ Shubham Kapoor ⋅ Abdul Fatir Ansari ⋅ Lorenzo Stella ⋅ Huibin Shen ⋅ Hugo Sénétaire ⋅ Caner Turkmen ⋅ Oleksandr Shchur ⋅ Danielle Maddix ⋅ Michael Bohlke-Schneider ⋅ Bernie Wang ⋅ Syama Sundar Rangapuram
In Room: Hall A-E Poster Location: 143 in Poster Session 1.
Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs
Kihyuk (Ki) Hong ⋅ Woojin Chae ⋅ Yufan Zhang ⋅ Dabeen Lee ⋅ Ambuj Tewari
In Room: Hall A-E Poster Location: 193 in Poster Session 3.
ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data
Kevin Luo ⋅ Yufan Li ⋅ Pragya Sur
In Room: Hall A-E Poster Location: 73 in Poster Session 3.
Differentially private algorithms for linear queries via stochastic convex optimization
Giorgio Micali ⋅ Clement Lezane ⋅ Annika Betken
In Room: Hall A-E Poster Location: 101 in Poster Session 1.
Zero-Shot Action Generalization with Limited Observations
Abdullah Alchihabi ⋅ Hanping Zhang ⋅ Yuhong Guo
In Room: Hall A-E Poster Location: 20 in Poster Session 2.
Conditional Prediction ROC Bands for Graph Classification
Yujia Wu ⋅ Bo Yang ⋅ Elynn Chen ⋅ Yuzhou Chen ⋅ Zheshi Zheng
In Room: Hall A-E Poster Location: 35 in Poster Session 1.
A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs
Kasimir Tanner ⋅ Matteo Vilucchio ⋅ Bruno Loureiro ⋅ FLORENT KRZAKALA
In Room: Hall A-E Poster Location: 111 in Poster Session 1.
M$^2$AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding
Sarah Alnegheimish ⋅ Zelin He ⋅ Matthew Reimherr ⋅ Akash Chandrayan ⋅ Abhinav Pradhan ⋅ Luca D'Angelo
In Room: Hall A-E Poster Location: 62 in Poster Session 3.
Approximate Global Convergence of Independent Learning in Multi-Agent Systems
Ruiyang Jin ⋅ Zaiwei Chen ⋅ Yiheng Lin ⋅ Jie Song ⋅ Adam Wierman
In Room: Hall A-E Poster Location: 153 in Poster Session 2.
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality
Ruijia Zhang ⋅ Siliang Zeng ⋅ Chenliang Li ⋅ Alfredo Garcia ⋅ Mingyi Hong
In Room: Hall A-E Poster Location: 157 in Poster Session 3.
Multi-Agent Credit Assignment with Pretrained Language Models
Wenhao Li ⋅ Dan Qiao ⋅ Baoxiang Wang ⋅ Xiangfeng Wang ⋅ Wei Yin ⋅ Hao Shen ⋅ Bo Jin ⋅ Hongyuan Zha
In Room: Hall A-E Poster Location: 18 in Poster Session 2.
Harnessing Causality in Reinforcement Learning with Bagged Decision Times Project Page ↗
Daiqi Gao ⋅ Hsin-Yu Lai ⋅ Predrag Klasnja ⋅ Susan Murphy
In Room: Hall A-E Poster Location: 201 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Consistent Validation for Predictive Methods in Spatial Settings
David Burt ⋅ Yunyi Shen ⋅ Tamara Broderick
In Room: Hall A-E Poster Location: 33 in Poster Session 3.
Fairness Risks for Group-Conditionally Missing Demographics
Kaiqi Jiang ⋅ Wenzhe Fan ⋅ Mao Li ⋅ Xinhua Zhang
In Room: Hall A-E Poster Location: 44 in Poster Session 2.
Scalable spectral representations for multiagent reinforcement learning in network MDPs
Zhaolin Ren ⋅ Runyu Zhang ⋅ Bo Dai ⋅ Na Li
In Room: Hall A-E Poster Location: 153 in Poster Session 1.
Towards a mathematical theory for consistency training in diffusion models
Gen Li ⋅ Zhihan Huang ⋅ Yuting Wei
In Room: Hall A-E Poster Location: 98 in Poster Session 3.
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity Project Page ↗
Peihao Wang ⋅ Zhiwen Fan ⋅ Dejia Xu ⋅ Dilin Wang ⋅ Sreyas Mohan ⋅ Forrest Iandola ⋅ Rakesh Ranjan ⋅ YILEI LI ⋅ qiang liu ⋅ Zhangyang Wang ⋅ Vikas Chandra
In Room: Hall A-E Poster Location: 86 in Poster Session 1.
From Gradient Clipping to Normalization for Heavy Tailed SGD
Florian Hübler ⋅ Ilyas Fatkhullin ⋅ Niao He
In Room: Hall A-E Poster Location: 165 in Poster Session 2.
Differentiable Calibration of Inexact Stochastic Simulation Models via Kernel Score Minimization
Ziwei Su ⋅ Diego Klabjan
In Room: Hall A-E Poster Location: 41 in Poster Session 3.
Parabolic Continual Learning Project Page ↗
Haoming Yang ⋅ Ali Hasan ⋅ Vahid Tarokh
In Room: Hall A-E Poster Location: 31 in Poster Session 2.
Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration
Alexandre Perez-Lebel ⋅ Gaël Varoquaux ⋅ Sanmi Koyejo ⋅ Matthieu Doutreligne ⋅ Marine Le Morvan
In Room: Hall A-E Poster Location: 142 in Poster Session 2.
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects
Seyedeh Baharan Khatami ⋅ Harsh Parikh ⋅ Haowei Chen ⋅ Sudeepa Roy ⋅ Babak Salimi
In Room: Hall A-E Poster Location: 112 in Poster Session 3.
Quantifying Knowledge Distillation using Partial Information Decomposition Project Page ↗
Sachindra Pasan Dissanayake ⋅ Faisal Hamman ⋅ Barproda Halder ⋅ Ilia Sucholutsky ⋅ Qiuyi Zhang ⋅ Sanghamitra Dutta
In Room: Hall A-E Poster Location: 191 in Poster Session 3.
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
Jiaru Zhang ⋅ Rui Ding ⋅ Qiang Fu ⋅ Huang Bojun ⋅ Zizhen Deng ⋅ Yang Hua ⋅ Haibing Guan ⋅ Shi Han ⋅ Dongmei Zhang
In Room: Hall A-E Poster Location: 34 in Poster Session 2.
A Multi-Task Learning Approach to Linear Multivariate Forecasting
Liran Nochumsohn ⋅ Hedi Zisling ⋅ Omri Azencot
In Room: Hall A-E Poster Location: 183 in Poster Session 1.
A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset
BEOMJUN KIM ⋅ Jaehwan Kim ⋅ Kangyeon Kim ⋅ Sunwoo Kim ⋅ Heejin Ahn
In Room: Hall A-E Poster Location: 128 in Poster Session 3.
Scalable Out-of-Distribution Robustness in the Presence of Unobserved Confounders
Parjanya Prashant ⋅ Seyedeh Baharan Khatami ⋅ Bruno Ribeiro ⋅ Babak Salimi
In Room: Hall A-E Poster Location: 138 in Poster Session 2.
Copula Based Trainable Calibration Error Estimator of Multi-Label Classification with Label Interdependencies
Arkapal Panda ⋅ Utpal Garain
In Room: Hall A-E Poster Location: 203 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
TRADE: Transfer of Distributions between External Conditions with Normalizing Flows
Stefan Wahl ⋅ Armand Rousselot ⋅ Felix Draxler ⋅ Ullrich Köthe
In Room: Hall A-E Poster Location: 173 in Poster Session 2.
Common Learning Constraints Alter Interpretations of Direct Preference Optimization
Lemin Kong ⋅ Xiangkun Hu ⋅ Tong He ⋅ David Wipf
In Room: Hall A-E Poster Location: 110 in Poster Session 1.
Analyzing Generative Models by Manifold Entropic Metrics
Daniel Galperin ⋅ Ullrich Köthe
In Room: Hall A-E Poster Location: 114 in Poster Session 2.
A Subquadratic Time Approximation Algorithm for Individually Fair k-Center
Matthijs Ebbens ⋅ Nicole Funk ⋅ Jan Höckendorff ⋅ Christian Sohler ⋅ Vera Weil
In Room: Hall A-E Poster Location: 179 in Poster Session 3.
Stochastic Gradient Descent for Bézier Simplex Representation of Pareto Set in Multi-Objective Optimization
Yasunari Hikima ⋅ Ken Kobayashi ⋅ Akinori Tanaka ⋅ Akiyoshi Sannai ⋅ Naoki Hamada
In Room: Hall A-E Poster Location: 187 in Poster Session 3.
StableMDS: A Novel Gradient Descent-Based Method for Stabilizing and Accelerating Weighted Multidimensional Scaling
Zhongxi Fang ⋅ Xun Su ⋅ Tomohisa Tabuchi ⋅ Jianming Huang ⋅ Hiroyuki Kasai
In Room: Hall A-E Poster Location: 102 in Poster Session 3.
Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds
Masanari Kimura ⋅ Howard Bondell
In Room: Hall A-E Poster Location: 185 in Poster Session 3.
Distributional Off-policy Evaluation with Bellman Residual Minimization
Sungee Hong ⋅ Zhengling Qi ⋅ Raymond K. W. Wong
In Room: Hall A-E Poster Location: 109 in Poster Session 2.
Flexible and Efficient Probabilistic PDE Solvers through Gaussian Markov Random Fields
Tim Weiland ⋅ Marvin Pförtner ⋅ Philipp Hennig
In Room: Hall A-E Poster Location: 175 in Poster Session 2.
All models are wrong, some are useful: Model Selection with Limited Labels
Patrik Okanovic ⋅ Andreas Kirsch ⋅ Jannes Kasper ⋅ Torsten Hoefler ⋅ Andreas Krause ⋅ Nezihe Merve Gürel
In Room: Hall A-E Poster Location: 164 in Poster Session 2.
New User Event Prediction Through the Lens of Causal Inference
Henry Yuchi ⋅ Shixiang Zhu ⋅ Li Dong ⋅ Yigit Arisoy ⋅ Matthew Spencer
In Room: Hall A-E Poster Location: 52 in Poster Session 2.
Deep Optimal Sensor Placement for Black Box Stochastic Simulations
Paula Cordero Encinar ⋅ Tobias Schroeder ⋅ Peter Yatsyshin ⋅ Andrew Duncan
In Room: Hall A-E Poster Location: 22 in Poster Session 2.
A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models
Xiaoyan Hu ⋅ Ho-fung Leung ⋅ Farzan Farnia
In Room: Hall A-E Poster Location: 56 in Poster Session 3.
Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
Lingkai Kong ⋅ Yuanqi Du ⋅ Wenhao Mu ⋅ Kirill Neklyudov ⋅ Valentin De Bortoli ⋅ Dongxia Wu ⋅ Haorui Wang ⋅ Aaron Ferber ⋅ Yian Ma ⋅ Carla Gomes ⋅ Chao Zhang
In Room: Hall A-E Poster Location: 135 in Poster Session 2.
Dissecting the Impact of Model Misspecification in Data-Driven Optimization
Adam Elmachtoub ⋅ Henry Lam ⋅ Haixiang Lan ⋅ Haofeng Zhang
In Room: Hall A-E Poster Location: 91 in Poster Session 3.
Robust Kernel Hypothesis Testing under Data Corruption Project Page ↗
Antonin Schrab ⋅ Ilmun Kim
In Room: Hall A-E Poster Location: 47 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Mean-Field Microcanonical Gradient Descent
Marcus Häggbom ⋅ Morten Karlsmark ⋅ Joakim Andén
In Room: Hall A-E Poster Location: 64 in Poster Session 2.
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits
Nicolas Nguyen ⋅ Imad Aouali ⋅ Andras Gyorgy ⋅ Claire Vernade
In Room: Hall A-E Poster Location: 131 in Poster Session 1.
Faster WIND: Accelerating Iterative Best-of-$N$ Distillation for LLM Alignment
Tong Yang ⋅ Jincheng Mei ⋅ Hanjun Dai ⋅ Zixin Wen ⋅ Shicong Cen ⋅ Dale Schuurmans ⋅ Yuejie Chi ⋅ Bo Dai
In Room: Hall A-E Poster Location: 169 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Application of Structured State Space Models to High energy physics with locality sensitive hashing
Cheng Jiang ⋅ Sitian Qian
In Room: Hall A-E Poster Location: 145 in Poster Session 1.
Neural Point Processes for Pixel-wise Regression Project Page ↗
Chengzhi Shi ⋅ Gözde Özcan ⋅ Miquel Sirera Perelló ⋅ Yuanyuan Li ⋅ Nina I. Shamsi ⋅ Stratis Ioannidis
In Room: Hall A-E Poster Location: 87 in Poster Session 3.
On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond
Dun Zeng ⋅ Zenglin Xu ⋅ SHIYU LIU ⋅ Yu Pan ⋅ Qifan Wang ⋅ Xiaoying Tang
In Room: Hall A-E Poster Location: 176 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Learning from biased positive-unlabeled data via threshold calibration
Paweł Teisseyre ⋅ Timo Martens ⋅ Jessa Bekker ⋅ Jesse Davis
In Room: Hall A-E Poster Location: 6 in Poster Session 3.
Fully Dynamic Adversarially Robust Correlation Clustering in Polylogarithmic Update Time
Vladimir Braverman ⋅ Prathamesh Dharangutte ⋅ Shreyas Pai ⋅ Vihan Shah ⋅ Chen Wang
In Room: Hall A-E Poster Location: 126 in Poster Session 2.
Differentially Private Range Queries with Correlated Input Perturbation
Prathamesh Dharangutte ⋅ Jie Gao ⋅ Ruobin Gong ⋅ Guanyang Wang
In Room: Hall A-E Poster Location: 39 in Poster Session 3.
On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark
Jaiden Fairoze ⋅ Guillermo Ortiz-Jimenez ⋅ Mel Vecerik ⋅ Somesh Jha ⋅ Sven Gowal
In Room: Hall A-E Poster Location: 131 in Poster Session 2.
Cubic regularized subspace Newton for non-convex optimization
Jim Zhao ⋅ Nikita Doikov ⋅ Aurelien Lucchi
In Room: Hall A-E Poster Location: 4 in Poster Session 3.
Sampling from the Random Linear Model via Stochastic Localization Up to the AMP Threshold
Han Cui ⋅ Zhiyuan Yu ⋅ Jingbo Liu
In Room: Hall A-E Poster Location: 46 in Poster Session 2.
Credal Two-Sample Tests of Epistemic Uncertainty
Siu Lun Chau ⋅ Antonin Schrab ⋅ Arthur Gretton ⋅ Dino Sejdinovic ⋅ Krikamol Muandet
In Room: Hall A-E Poster Location: 187 in Poster Session 2.
A Safe Bayesian Learning Algorithm for Constrained MDPs with Bounded Constraint Violation
Krishna Kalagarla ⋅ Rahul Jain ⋅ Pierluigi Nuzzo
In Room: Hall A-E Poster Location: 61 in Poster Session 1.
Get rid of your constraints and reparametrize: A study in NNLS and implicit bias
Hung-Hsu Chou ⋅ Johannes Maly ⋅ Claudio Mayrink Verdun ⋅ Bernardo da Costa ⋅ Heudson Mirandola
In Room: Hall A-E Poster Location: 35 in Poster Session 3.
FedBaF: Federated Learning Aggregation Biased by a Foundation Model
Jong-Ik Park ⋅ Srinivasa Pranav ⋅ José Moura ⋅ Carlee Joe-Wong
In Room: Hall A-E Poster Location: 73 in Poster Session 2.
Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis
Remi Khellaf ⋅ Aurélien Bellet ⋅ julie Josse
In Room: Hall A-E Poster Location: 16 in Poster Session 3.
Geometric Collaborative Filtering with Convergence
Hisham Husain ⋅ Julien Monteil
In Room: Hall A-E Poster Location: 166 in Poster Session 3.
Model selection for behavioral learning data and applications to contextual bandits
Julien Aubert ⋅ Louis Köhler ⋅ Luc Lehéricy ⋅ Giulia Mezzadri ⋅ Patricia Reynaud-Bouret
In Room: Hall A-E Poster Location: 6 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
Junkyu Lee ⋅ Tian Gao ⋅ Elliot Nelson ⋅ Miao Liu ⋅ Debarun Bhattacharjya ⋅ Songtao Lu
In Room: Hall A-E Poster Location: 38 in Poster Session 3.
HR-Bandit: Human-AI Collaborated Linear Recourse Bandit
Junyu Cao ⋅ Ruijiang Gao ⋅ Esmaeil Keyvanshokooh
In Room: Hall A-E Poster Location: 176 in Poster Session 3.
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression
Yeqi Gao ⋅ Zhao Song ⋅ Junze Yin
In Room: Hall A-E Poster Location: 185 in Poster Session 2.
Computation-Aware Kalman Filtering and Smoothing
Marvin Pförtner ⋅ Jonathan Wenger ⋅ Jon Cockayne ⋅ Philipp Hennig
In Room: Hall A-E Poster Location: 66 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
The Size of Teachers as a Measure of Data Complexity: PAC-Bayes Excess Risk Bounds and Scaling Laws
Gintare Karolina Dziugaite ⋅ Dan Roy
In Room: Hall A-E Poster Location: 54 in Poster Session 1.
Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability Project Page ↗
Yuta Nakahara ⋅ Shota Saito ⋅ Naoki Ichijo ⋅ Koki Kazama ⋅ Toshiyasu Matsushima
In Room: Hall A-E Poster Location: 131 in Poster Session 3.
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment
Qizhang Feng ⋅ Siva Rajesh Kasa ⋅ SANTHOSH KASA ⋅ Hyokun Yun ⋅ Choon Teo ⋅ Sravan Babu Bodapati
In Room: Hall A-E Poster Location: 30 in Poster Session 1.
Improved dependence on coherence in eigenvector and eigenvalue estimation error bounds
Hao Yan ⋅ Keith Levin
In Room: Hall A-E Poster Location: 193 in Poster Session 1.
Efficient Optimization Algorithms for Linear Adversarial Training Project Page ↗
Antonio Ribeiro ⋅ Thomas Schön ⋅ Dave Zachariah ⋅ Francis Bach
In Room: Hall A-E Poster Location: 82 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
A Generalized Theory of Mixup for Structure-Preserving Synthetic Data Project Page ↗
Chungpa Lee ⋅ Jongho Im ⋅ Joseph Kim
In Room: Hall A-E Poster Location: 34 in Poster Session 1.
Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation
Anshul Thakur ⋅ Soheila Molaei ⋅ Patrick Schwab ⋅ Danielle Belgrave ⋅ Kim Branson ⋅ David Clifton
In Room: Hall A-E Poster Location: 108 in Poster Session 3.
Graph-based Complexity for Causal Effect by Empirical Plug-in
Rina Dechter ⋅ Annie Raichev ⋅ Jin Tian ⋅ Alexander Ihler
In Room: Hall A-E Poster Location: 16 in Poster Session 2.
A Likelihood Based Approach for Watermark Detection Project Page ↗
Xingchi Li ⋅ Guanxun Li ⋅ Xianyang Zhang
Poster Location: 198 in Poster Session 1.
Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data
Sarbojit Roy ⋅ Malik Shahid Sultan ⋅ Tania Vallejo ⋅ Leena Ibrahim ⋅ Hernando Ombao
In Room: Hall A-E Poster Location: 128 in Poster Session 2.
Certifiably Quantisation-Robust training and inference of Neural Networks
Hue Dang ⋅ Matthew Wicker ⋅ Goetz Botterweck ⋅ Andrea Patane
In Room: Hall A-E Poster Location: 11 in Poster Session 3.
Weighted Sum of Gaussian Process Latent Variable Models
James Odgers ⋅ Ruby Sedgwick ⋅ Chrysoula Kappatou ⋅ Ruth Misener ⋅ Sarah Filippi
In Room: Hall A-E Poster Location: 180 in Poster Session 3.
A Shapley-value Guided Rationale Editor for Rationale Learning
Zixin Kuang ⋅ Meng-Fen Chiang ⋅ Wang-Chien Lee
In Room: Hall A-E Poster Location: 93 in Poster Session 3.
Task Shift: From Classification to Regression in Overparameterized Linear Models
Tyler LaBonte ⋅ Kuo-Wei Lai ⋅ Vidya Muthukumar
In Room: Hall A-E Poster Location: 42 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible?
Argyrios Gerogiannis ⋅ Yu-Han Huang ⋅ Venugopal V. Veeravalli
In Room: Hall A-E Poster Location: 88 in Poster Session 1.
All or None: Identifiable Linear Properties of Next-Token Predictors in Language Modeling
Emanuele Marconato ⋅ Sebastien Lachapelle ⋅ Sebastian Weichwald ⋅ Luigi Gresele
In Room: Hall A-E Poster Location: 118 in Poster Session 1.
Reliable and Scalable Variable Importance Estimation via Warm-start and Early Stopping Project Page ↗
Zexuan Sun ⋅ Garvesh Raskutti
In Room: Hall A-E Poster Location: 19 in Poster Session 3.
$q\texttt{POTS}$: Efficient Batch Multiobjective Bayesian Optimization via Pareto Optimal Thompson Sampling
Ashwin Renganathan ⋅ Kade Carlson
In Room: Hall A-E Poster Location: 32 in Poster Session 3.
LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits
Masahiro Kato ⋅ Shinji Ito
In Room: Hall A-E Poster Location: 74 in Poster Session 3.
Unconditionally Calibrated Priors for Beta Mixture Density Networks Project Page ↗
Alix Lhéritier ⋅ Maurizio Filippone
In Room: Hall A-E Poster Location: 80 in Poster Session 2.
Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances
Xuefeng GAO ⋅ Lingjiong Zhu
In Room: Hall A-E Poster Location: 52 in Poster Session 1.
Spectral Differential Network Analysis for High-Dimensional Time Series
Michael Hellstern ⋅ Byol Kim ⋅ Zaid Harchaoui ⋅ Ali Shojaie
In Room: Hall A-E Poster Location: 178 in Poster Session 2.
Theory of Agreement-on-the-Line in Linear Models and Gaussian Data
Christina Baek ⋅ Aditi Raghunathan ⋅ Zico Kolter
In Room: Hall A-E Poster Location: 129 in Poster Session 3.
Optimizing Neural Network Training and Quantization with Rooted Logistic Objectives Project Page ↗
Zhu Wang ⋅ Praveen Raj Veluswami ⋅ Harsh Mishra ⋅ Sathya N. Ravi
In Room: Hall A-E Poster Location: 146 in Poster Session 1.
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows Project Page ↗
Sandeep Nagar ⋅ Girish Varma
In Room: Hall A-E Poster Location: 48 in Poster Session 3.
Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks
Ashwin Samudre ⋅ Mircea Petrache ⋅ Brian Nord ⋅ Shubhendu Trivedi
In Room: Hall A-E Poster Location: 15 in Poster Session 1.
Adaptive RKHS Fourier Features for Compositional Gaussian Process Models
Xinxing Shi ⋅ Thomas Baldwin-McDonald ⋅ Mauricio Álvarez
In Room: Hall A-E Poster Location: 181 in Poster Session 1.
Leveraging Frozen Batch Normalization for Co-Training in Source-Free Domain Adaptation
Xianwen Deng ⋅ Yijun Wang ⋅ Zhi Xue
In Room: Hall A-E Poster Location: 86 in Poster Session 3.
Credibility-Aware Multimodal Fusion Using Probabilistic Circuits
Sahil Sidheekh ⋅ Pranuthi Tenali ⋅ Saurabh Mathur ⋅ Erik Blasch ⋅ Kristian Kersting ⋅ Sriraam Natarajan
In Room: Hall A-E Poster Location: 62 in Poster Session 2.
Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI
Abhinav Agrawal ⋅ Justin Domke
In Room: Hall A-E Poster Location: 42 in Poster Session 2.
Logarithmic Neyman Regret for Adaptive Estimation of the Average Treatment Effect
Ojash Neopane ⋅ Aaditya Ramdas ⋅ Aarti Singh
In Room: Hall A-E Poster Location: 169 in Poster Session 3.
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent
Bo Chen ⋅ Xiaoyu Li ⋅ Yingyu Liang ⋅ Zhenmei Shi ⋅ Zhao Song
In Room: Hall A-E Poster Location: 24 in Poster Session 1.
MDP Geometry, Normalization and Reward Balancing Solvers
Arsenii Mustafin ⋅ Aleksei Pakharev ⋅ Alex Olshevsky ⋅ Yannis Paschalidis
In Room: Hall A-E Poster Location: 191 in Poster Session 1.
Density Ratio-based Proxy Causal Learning Without Density Ratios Project Page ↗
Bariscan Bozkurt ⋅ Ben Deaner ⋅ Dimitri Meunier ⋅ Liyuan Xu ⋅ Arthur Gretton
In Room: Hall A-E Poster Location: 103 in Poster Session 2.
Conditioning diffusion models by explicit forward-backward bridging
Adrien Corenflos ⋅ Zheng Zhao ⋅ Thomas Schön ⋅ Simo Särkkä ⋅ Jens Sjölund
In Room: Hall A-E Poster Location: 83 in Poster Session 2.
Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts
Fanqi Yan ⋅ Huy Nguyen ⋅ Le Dung ⋅ Pedram Akbarian Saravi ⋅ Nhat Ho
In Room: Hall A-E Poster Location: 202 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Understanding the Effect of GCN Convolutions in Regression Tasks
Juntong Chen ⋅ Johannes Schmidt-Hieber ⋅ Claire Donnat ⋅ Olga Klopp
In Room: Hall A-E Poster Location: 133 in Poster Session 2.
Powerful batch conformal prediction for classification
Ulysse Gazin ⋅ ruth heller ⋅ Etienne Roquain ⋅ Aldo Solari
In Room: Hall A-E Poster Location: 105 in Poster Session 3.
An Adaptive Method for Weak Supervision with Drifting Data
Alessio Mazzetto ⋅ Reza Esfandiarpoor ⋅ Akash Singirikonda ⋅ Eli Upfal ⋅ Stephen Bach
In Room: Hall A-E Poster Location: 70 in Poster Session 1.
Pure Exploration with Feedback Graphs Project Page ↗
Alessio Russo ⋅ Yichen Song ⋅ Aldo Pacchiano
In Room: Hall A-E Poster Location: 14 in Poster Session 3.
Efficient Exploitation of Hierarchical Structure in Sparse Reward Reinforcement Learning
Gianluca Drappo ⋅ Arnaud Robert ⋅ Marcello Restelli ⋅ Aldo Faisal ⋅ Alberto Maria Metelli ⋅ Ciara Pike-Burke
In Room: Hall A-E Poster Location: 59 in Poster Session 1.
Regularity in Canonicalized Models: A Theoretical Perspective
Behrooz Tahmasebi ⋅ Stefanie Jegelka
In Room: Hall A-E Poster Location: 176 in Poster Session 2.
Learning Pareto manifolds in high dimensions: How can regularization help?
Tobias Wegel ⋅ Filip Kovačević ⋅ Alexandru Tifrea ⋅ Fanny Yang
In Room: Hall A-E Poster Location: 70 in Poster Session 3.
Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints
Spencer Hutchinson ⋅ Tianyi Chen ⋅ Mahnoosh Alizadeh
In Room: Hall A-E Poster Location: 146 in Poster Session 2.
Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence
Berfin Simsek ⋅ Amire Bendjeddou ⋅ Daniel Hsu
In Room: Hall A-E Poster Location: 183 in Poster Session 2.
Sparse Activations as Conformal Predictors Project Page ↗
Margarida Campos ⋅ João Cálem ⋅ Sophia Sklaviadis ⋅ Mario Figueiredo ⋅ Andre Martins
In Room: Hall A-E Poster Location: 45 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
A Causal Framework for Evaluating Deferring Systems
Filippo Palomba ⋅ Andrea Pugnana ⋅ Jose M. Alvarez ⋅ Salvatore Ruggieri
In Room: Hall A-E Poster Location: 160 in Poster Session 1.
Spectral Representation for Causal Estimation with Hidden Confounders
Haotian Sun ⋅ Antoine Moulin ⋅ Tongzheng Ren ⋅ Arthur Gretton ⋅ Bo Dai
In Room: Hall A-E Poster Location: 72 in Poster Session 1.
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets Project Page ↗
Ossi Räisä ⋅ Antti Honkela
In Room: Hall A-E Poster Location: 161 in Poster Session 1.
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps
Ricardo Baptista ⋅ Aram-Alexandre Pooladian ⋅ Michael Brennan ⋅ Youssef Marzouk ⋅ Jonathan Niles-Weed
In Room: Hall A-E Poster Location: 165 in Poster Session 3.
TVineSynth: A Truncated C-Vine Copula Generator of Synthetic Tabular Data to Balance Privacy and Utility
Elisabeth Griesbauer ⋅ Claudia Czado ⋅ Arnoldo Frigessi ⋅ Ingrid Haff
In Room: Hall A-E Poster Location: 206 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Analysis of Two-Stage Rollout Designs with Clustering for Causal Inference under Network Interference Project Page ↗
Mayleen Cortez-Rodriguez ⋅ Matthew Eichhorn ⋅ Christina Yu
In Room: Hall A-E Poster Location: 36 in Poster Session 2.
Optimal Stochastic Trace Estimation in Generative Modeling
Xinyang Liu ⋅ Hengrong Du ⋅ Wei Deng ⋅ Ruqi Zhang
In Room: Hall A-E Poster Location: 179 in Poster Session 1.
Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem
Katherine Tieu ⋅ Dongqi Fu ⋅ Jun Wu ⋅ Jingrui He
In Room: Hall A-E Poster Location: 24 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models
Yucheng Liu ⋅ Xiaodong Li
In Room: Hall A-E Poster Location: 199 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Elastic Representation: Mitigating Spurious Correlations for Group Robustness
Tao Wen ⋅ Zihan Wang ⋅ Quan Zhang ⋅ Qi Lei
In Room: Hall A-E Poster Location: 190 in Poster Session 3.
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications
Matthew Werenski ⋅ Brendan Mallery ⋅ Shuchin Aeron ⋅ James Murphy
In Room: Hall A-E Poster Location: 81 in Poster Session 3.
Understanding GNNs and Homophily in Dynamic Node Classification
Michael Ito ⋅ Danai Koutra ⋅ Jenna Wiens
In Room: Hall A-E Poster Location: 75 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Learning Laplacian Positional Encodings for Heterophilous Graphs
Michael Ito ⋅ Jiong Zhu ⋅ Dexiong Chen ⋅ Danai Koutra ⋅ Jenna Wiens
In Room: Hall A-E Poster Location: 177 in Poster Session 3.
Pareto Set Identification With Posterior Sampling
Cyrille Kone ⋅ Marc Jourdan ⋅ Emilie Kaufmann
In Room: Hall A-E Poster Location: 119 in Poster Session 1.
Personalized Convolutional Dictionary Learning of Physiological Time Series
Axel Roques ⋅ Samuel Gruffaz ⋅ Kyurae Kim ⋅ Alain Durmus ⋅ Laurent Oudre
In Room: Hall A-E Poster Location: 172 in Poster Session 2.
Optimal estimation of linear non-Gaussian structure equation models
Sunmin Oh ⋅ Seungsu Han ⋅ Gunwoong Park
In Room: Hall A-E Poster Location: 159 in Poster Session 2.
Factor Analysis with Correlated Topic Model for Multi-Modal Data
Małgorzata Łazęcka ⋅ Ewa Szczurek
In Room: Hall A-E Poster Location: 181 in Poster Session 2.
Evaluating Prediction-based Interventions with Human Decision Makers In Mind
Inioluwa Raji ⋅ Lydia Liu
In Room: Hall A-E Poster Location: 63 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
General Staircase Mechanisms for Optimal Differential Privacy
Alex Kulesza ⋅ Ananda Theertha Suresh ⋅ Yuyan Wang
In Room: Hall A-E Poster Location: 180 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Microfoundation inference for strategic prediction
Daniele Bracale ⋅ Subha Maity ⋅ Felipe Maia Polo ⋅ Seamus Seamus ⋅ Moulinath Banerjee ⋅ Yuekai Sun
In Room: Hall A-E Poster Location: 185 in Poster Session 1.
Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners
Yuxin Wang ⋅ Botian Jiang ⋅ Yiran Guo ⋅ Quan Gan ⋅ David Wipf ⋅ Xuanjing Huang ⋅ Xipeng Qiu
In Room: Hall A-E Poster Location: 192 in Poster Session 1.
Automatically Adaptive Conformal Risk Control
Vincent Blot ⋅ Anastasios Angelopoulos ⋅ Michael Jordan ⋅ Nicolas Brunel
In Room: Hall A-E Poster Location: 194 in Poster Session 1.
Near-Optimal Algorithm for Non-Stationary Kernelized Bandits
Shogo Iwazaki ⋅ Shion Takeno
In Room: Hall A-E Poster Location: 2 in Poster Session 1.
Causal discovery in mixed additive noise models
Ruicong Yao ⋅ Tim Verdonck ⋅ Jakob Raymaekers
In Room: Hall A-E Poster Location: 1 in Poster Session 1.
Entropic Matching for Expectation Propagation of Markov Jump Processes
Yannick Eich ⋅ Bastian Alt ⋅ Heinz Koeppl
In Room: Hall A-E Poster Location: 2 in Poster Session 3.
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees
Arindam Banerjee ⋅ Qiaobo Li ⋅ Yingxue Zhou
In Room: Hall A-E Poster Location: 2 in Poster Session 2.
Importance-weighted Positive-unlabeled Learning for Distribution Shift Adaptation
Atsutoshi Kumagai ⋅ Tomoharu Iwata ⋅ Hiroshi Takahashi ⋅ Taishi Nishiyama ⋅ Yasuhiro Fujiwara
In Room: Hall A-E Poster Location: 6 in Poster Session 1.
Variation Due to Regularization Tractably Recovers Bayesian Deep Learning Uncertainty
James McInerney ⋅ Nathan Kallus
In Room: Hall A-E Poster Location: 60 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
ScoreFusion: Fusing Score-based Generative Models via Kullback–Leibler Barycenters
Hao Liu ⋅ Junze Ye ⋅ Jose Blanchet ⋅ NIAN SI
In Room: Hall A-E Poster Location: 5 in Poster Session 2.
Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs
Enea Monzio Compagnoni ⋅ Rustem Islamov ⋅ Frank Proske ⋅ Aurelien Lucchi
In Room: Hall A-E Poster Location: 8 in Poster Session 1.
A Novel Convex Gaussian Min Max Theorem for Repeated Features
David Bosch ⋅ Ashkan Panahi
In Room: Hall A-E Poster Location: 5 in Poster Session 3.
On Distributional Discrepancy for Experimental Design with General Assignment Probabilities
Anup Rao ⋅ Peng Zhang
In Room: Hall A-E Poster Location: 7 in Poster Session 3.
The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control
Mathieu Besançon ⋅ Sebastian Pokutta ⋅ Elias Wirth
In Room: Hall A-E Poster Location: 201 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Additive Model Boosting: New Insights and Path(ologie)s
Rickmer Schulte ⋅ David Rügamer
In Room: Hall A-E Poster Location: 10 in Poster Session 3.
Implicit Diffusion: Efficient optimization through stochastic sampling
Pierre Marion ⋅ Anna Korba ⋅ Peter Bartlett ⋅ Mathieu Blondel ⋅ Valentin De Bortoli ⋅ Arnaud Doucet ⋅ Felipe Llinares-López ⋅ Courtney Paquette ⋅ Quentin Berthet
In Room: Hall A-E Poster Location: 7 in Poster Session 2.
Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces
Shengbo Wang ⋅ NIAN SI ⋅ Jose Blanchet ⋅ Zhengyuan Zhou
In Room: Hall A-E Poster Location: 16 in Poster Session 1.
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries
Ashkan Soleymani ⋅ Behrooz Tahmasebi ⋅ Stefanie Jegelka ⋅ Patrick Jaillet
In Room: Hall A-E Poster Location: 13 in Poster Session 3.
Offline Multi-task Transfer RL with Representational Penalization
Avinandan Bose ⋅ Simon Du ⋅ Maryam Fazel
In Room: Hall A-E Poster Location: 17 in Poster Session 1.
To Give or Not to Give? The Impacts of Strategically Withheld Recourse
Yatong Chen ⋅ Andrew Estornell ⋅ Yevgeniy Vorobeychik ⋅ Yang Liu
In Room: Hall A-E Poster Location: 15 in Poster Session 3.
Generalized Criterion for Identifiability of Additive Noise Models Using Majorization
Aramayis Dallakyan ⋅ Yang Ni
In Room: Hall A-E Poster Location: 11 in Poster Session 2.
Nonparametric estimation of Hawkes processes with RKHSs
Anna Bonnet ⋅ Maxime Sangnier
In Room: Hall A-E Poster Location: 12 in Poster Session 2.
The Local Learning Coefficient: A Singularity-Aware Complexity Measure
Edmund Lau ⋅ Zach Furman ⋅ George Wang ⋅ Daniel Murfet ⋅ Susan Wei
In Room: Hall A-E Poster Location: 17 in Poster Session 3.
Continuous Structure Constraint Integration for Robust Causal Discovery
Lyuzhou Chen ⋅ Taiyu Ban ⋅ Derui Lyu ⋅ Yijia Sun ⋅ Kangtao Hu ⋅ Xiangyu Wang ⋅ Huanhuan Chen
In Room: Hall A-E Poster Location: 14 in Poster Session 2.
Is Merging Worth It? Securely Evaluating the Information Gain for Causal Dataset Acquisition
Jake Fawkes ⋅ Lucile Ter-Minassian ⋅ Desi Ivanova ⋅ Uri Shalit ⋅ Chris Holmes
In Room: Hall A-E Poster Location: 18 in Poster Session 3.
Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits
Ha Manh Bui ⋅ Enrique Mallada ⋅ Anqi Liu
In Room: Hall A-E Poster Location: 21 in Poster Session 3.
Tensor Network-Constrained Kernel Machines as Gaussian Processes
Frederiek Wesel ⋅ Kim Batselier
In Room: Hall A-E Poster Location: 22 in Poster Session 3.
Theoretically Grounded Pruning of Large Ground Sets for Constrained, Discrete Optimization
Ankur Nath ⋅ Alan Kuhnle
In Room: Hall A-E Poster Location: 21 in Poster Session 2.
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
Paul Chang ⋅ Nasrulloh Loka ⋅ Daolang Huang ⋅ Ulpu Remes ⋅ Samuel Kaski ⋅ Luigi Acerbi
In Room: Hall A-E Poster Location: 23 in Poster Session 1.
Achieving $\widetilde{\mathcal{O}}(\sqrt{T})$ Regret in Average-Reward POMDPs with Known Observation Models
Alessio Russo ⋅ Alberto Maria Metelli ⋅ Marcello Restelli
In Room: Hall A-E Poster Location: 82 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Causal Discovery-Driven Change Point Detection in Time Series
Shanyun Gao ⋅ Raghavendra Addanki ⋅ Tong Yu ⋅ Ryan Rossi ⋅ Murat Kocaoglu
In Room: Hall A-E Poster Location: 25 in Poster Session 3.
Truncated Inverse-Lévy Measure Representation of the Beta Process
Junyi ZHANG ⋅ Angelos Dassios ⋅ Zhong Chong ⋅ Qiufei Yao
In Room: Hall A-E Poster Location: 23 in Poster Session 2.
Locally Private Estimation with Public Features
Yuheng Ma ⋅ Ke Jia ⋅ Hanfang Yang
In Room: Hall A-E Poster Location: 25 in Poster Session 1.
Local Stochastic Sensitivity Analysis For Dynamical Systems
Nishant Panda ⋅ Jehanzeb Chaudhry ⋅ Natalie Klein ⋅ James Carzon ⋅ Troy Butler
In Room: Hall A-E Poster Location: 26 in Poster Session 1.
A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning
Khimya Khetarpal ⋅ Zhaohan Daniel Guo ⋅ Bernardo Avila Pires ⋅ Yunhao Tang ⋅ Clare Lyle ⋅ Mark Rowland ⋅ Nicolas Heess ⋅ Diana Borsa ⋅ Arthur Guez ⋅ Will Dabney
In Room: Hall A-E Poster Location: 26 in Poster Session 2.
Models That Are Interpretable But Not Transparent
Chudi Zhong ⋅ Panyu Chen ⋅ Cynthia Rudin
In Room: Hall A-E Poster Location: 3 in Poster Session 3.
Planning and Learning in Risk-Aware Restless Multi-Arm Bandits
Nima Akbarzadeh ⋅ Yossiri Adulyasak ⋅ Erick Delage
In Room: Hall A-E Poster Location: 28 in Poster Session 1.
Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networks
Suqi Liu ⋅ Morgane Austern
In Room: Hall A-E Poster Location: 27 in Poster Session 2.
Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks
Nandi Schoots ⋅ Mattia Jacopo Villani ⋅ Niels uit de Bos
In Room: Hall A-E Poster Location: 29 in Poster Session 1.
The cost of local and global fairness in Federated Learning
Yuying Duan ⋅ Gelei Xu ⋅ Yiyu Shi ⋅ Michael Lemmon
In Room: Hall A-E Poster Location: 40 in Poster Session 3.
M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling
Xudong Sun ⋅ Nutan Chen ⋅ Alexej Gossmann ⋅ Yu Xing ⋅ Matteo Wohlrapp ⋅ Emilio Dorigatti ⋅ Carla Feistner ⋅ Felix Drost ⋅ Daniele Scarcella ⋅ Lisa Beer ⋅ Carsten Marr
In Room: Hall A-E Poster Location: 43 in Poster Session 3.
Beyond Discretization: Learning the Optimal Solution Path
Qiran Dong ⋅ Paul Grigas ⋅ Vishal Gupta
In Room: Hall A-E Poster Location: 35 in Poster Session 2.
Steering No-Regret Agents in MFGs under Model Uncertainty
Leo Widmer ⋅ Jiawei Huang ⋅ Niao He
In Room: Hall A-E Poster Location: 36 in Poster Session 1.
Energy-consistent Neural Operators for Hamiltonian and Dissipative Partial Differential Equations
Yusuke Tanaka ⋅ Takaharu Yaguchi ⋅ Tomoharu Iwata ⋅ Naonori Ueda
In Room: Hall A-E Poster Location: 37 in Poster Session 2.
Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits
Ambrus Tamás ⋅ Szabolcs Szentpéteri ⋅ Balázs Csanád Csáji
In Room: Hall A-E Poster Location: 44 in Poster Session 3.
Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks
Julie Alberge ⋅ Vincent Maladiere ⋅ Olivier Grisel ⋅ Judith Abécassis ⋅ Gaël Varoquaux
In Room: Hall A-E Poster Location: 39 in Poster Session 2.
Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization
Sudeep Salgia ⋅ Nikola Pavlovic ⋅ Yuejie Chi ⋅ Qing Zhao
In Room: Hall A-E Poster Location: 38 in Poster Session 1.
Model Evaluation in the Dark: Robust Classifier Metrics with Missing Labels
Danial Dervovic ⋅ Michael Cashmore
In Room: Hall A-E Poster Location: 43 in Poster Session 2.
Performative Reinforcement Learning with Linear Markov Decision Process
Debmalya Mandal ⋅ Goran Radanovic
In Room: Hall A-E Poster Location: 49 in Poster Session 3.
What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization
Yufeng Zhang ⋅ Fengzhuo Zhang ⋅ Zhuoran Yang ⋅ Zhaoran Wang
In Room: Hall A-E Poster Location: 50 in Poster Session 3.
Near-Polynomially Competitive Active Logistic Regression
Yihan Zhou ⋅ Eric Price ⋅ Trung Nguyen
In Room: Hall A-E Poster Location: 47 in Poster Session 2.
Statistical Test for Auto Feature Engineering by Selective Inference
Tatsuya Matsukawa ⋅ Tomohiro Shiraishi ⋅ Shuichi Nishino ⋅ Teruyuki Katsuoka ⋅ Ichiro Takeuchi
In Room: Hall A-E Poster Location: 50 in Poster Session 2.
From Deep Additive Kernel Learning to Last-Layer Bayesian Neural Networks via Induced Prior Approximation
Wenyuan Zhao ⋅ Haoyuan Chen ⋅ Tie Liu ⋅ Rui Tuo ⋅ Chao Tian
In Room: Hall A-E Poster Location: 53 in Poster Session 3.
Disentangling Interactions and Dependencies in Feature Attributions
Gunnar König ⋅ Eric Günther ⋅ Ulrike von Luxburg
In Room: Hall A-E Poster Location: 51 in Poster Session 2.
Differentiable Causal Structure Learning with Identifiability by NOTIME
Jeroen Berrevoets ⋅ Jakob Raymaekers ⋅ Mihaela van der Schaar ⋅ Tim Verdonck ⋅ Ruicong Yao
In Room: Hall A-E Poster Location: 57 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 2.
Differential Privacy in Distributed Learning: Beyond Uniformly Bounded Stochastic Gradients
Yue Huang ⋅ Jiaojiao Zhang ⋅ Qing Ling
In Room: Hall A-E Poster Location: 44 in Poster Session 1.
Scalable Implicit Graphon Learning
Ali Azizpour ⋅ Nicolas Zilberstein ⋅ Santiago Segarra
In Room: Hall A-E Poster Location: 56 in Poster Session 2.
Tighter Confidence Bounds for Sequential Kernel Regression
Hamish Flynn ⋅ David Reeb
In Room: Hall A-E Poster Location: 45 in Poster Session 1.
Robust Offline Policy Learning with Observational Data from Multiple Sources
Aldo Carranza ⋅ Susan Athey
In Room: Hall A-E Poster Location: 57 in Poster Session 3.
Proximal Sampler with Adaptive Step Size
Bo Yuan ⋅ Jiaojiao Fan ⋅ Jiaming Liang ⋅ Yongxin Chen
In Room: Hall A-E Poster Location: 46 in Poster Session 1.
Conditional Generative Learning from Invariant Representations in Multi-Source: Robustness and Efficiency
Guojun Zhu ⋅ Sanguo Zhang ⋅ Mingyang Ren
In Room: Hall A-E Poster Location: 48 in Poster Session 1.
Near-Optimal Sample Complexity in Reward-Free Kernel-based Reinforcement Learning
Aya Kayal ⋅ Sattar Vakili ⋅ Laura Toni ⋅ Alberto Bernacchia
In Room: Hall A-E Poster Location: 58 in Poster Session 3.
Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy
Roman Malashin ⋅ Valeria Yachnaya ⋅ Alexandr Mullin
In Room: Hall A-E Poster Location: 49 in Poster Session 1.
Tensor Network Based Feature Learning Model
Albert Saiapin ⋅ Kim Batselier
In Room: Hall A-E Poster Location: 61 in Poster Session 2.
Enhancing Feature-Specific Data Protection via Bayesian Coordinate Differential Privacy
Maryam Aliakbarpour ⋅ Syomantak Chaudhuri ⋅ Thomas Courtade ⋅ Alireza Fallah ⋅ Michael Jordan
In Room: Hall A-E Poster Location: 59 in Poster Session 3.
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence
Takahiro Kawashima ⋅ Hideitsu Hino
In Room: Hall A-E Poster Location: 63 in Poster Session 2.
Type Information-Assisted Self-Supervised Knowledge Graph Denoising
Jiaqi Sun ⋅ Yujia Zheng ⋅ Xinshuai Dong ⋅ Haoyue Dai ⋅ Kun Zhang
In Room: Hall A-E Poster Location: 51 in Poster Session 1.
Scalable Inference for Bayesian Multinomial Logistic-Normal Dynamic Linear Models
Manan Saxena ⋅ Tinghua Chen ⋅ Justin Silverman
In Room: Hall A-E Poster Location: 65 in Poster Session 2.
Behavior-Inspired Neural Networks for Relational Inference
Yulong Yang ⋅ Bowen Feng ⋅ Keqin Wang ⋅ Naomi Leonard ⋅ Adji Bousso Dieng ⋅ Christine Allen-Blanchette
In Room: Hall A-E Poster Location: 53 in Poster Session 1.
On the Geometry and Optimization of Polynomial Convolutional Networks
Vahid Shahverdi ⋅ Giovanni Luca Marchetti ⋅ Kathlén Kohn
In Room: Hall A-E Poster Location: 66 in Poster Session 2.
Generalization Lower Bounds for GD and SGD in Smooth Stochastic Convex Optimization
Peiyuan Zhang ⋅ Jiaye Teng ⋅ Jingzhao Zhang
In Room: Hall A-E Poster Location: 68 in Poster Session 2.
RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation
Yiming Wang ⋅ Yuxuan Song ⋅ Yiqun Wang ⋅ Minkai Xu ⋅ Rui Wang ⋅ Hao Zhou ⋅ Wei-Ying Ma
In Room: Hall A-E Poster Location: 70 in Poster Session 2.
Robust Fair Clustering with Group Membership Uncertainty Sets
Sharmila Duppala ⋅ Juan Luque ⋅ John Dickerson ⋅ Seyed Esmaeili
In Room: Hall A-E Poster Location: 64 in Poster Session 3.
Near-optimal algorithms for private estimation and sequential testing of collision probability
Robert Busa-Fekete ⋅ Umar Syed
In Room: Hall A-E Poster Location: 62 in Poster Session 1.
InnerThoughts: Disentangling Representations and Predictions in Large Language Models
Didier Chételat ⋅ Joseph Cotnareanu ⋅ Rylee Thompson ⋅ Yingxue Zhang ⋅ Mark Coates
In Room: Hall A-E Poster Location: 71 in Poster Session 2.
Variance-Dependent Regret Bounds for Nonstationary Linear Bandits
Zhiyong Wang ⋅ Jize Xie ⋅ Yi Chen ⋅ John C. S. Lui ⋅ Dongruo Zhou
In Room: Hall A-E Poster Location: 65 in Poster Session 1.
Offline RL via Feature-Occupancy Gradient Ascent
Gergely Neu ⋅ Nneka Okolo
In Room: Hall A-E Poster Location: 75 in Poster Session 2.
No-Regret Bayesian Optimization with Stochastic Observation Failures
Shogo Iwazaki ⋅ Tomohiko Tanabe ⋅ Mitsuru Irie ⋅ Shion Takeno ⋅ Kota Matsui ⋅ Yu Inatsu
In Room: Hall A-E Poster Location: 67 in Poster Session 3.
Time-varying Gaussian Process Bandits with Unknown Prior
Juliusz Ziomek ⋅ Masaki Adachi ⋅ Michael A. Osborne
In Room: Hall A-E Poster Location: 68 in Poster Session 1.
Provable Benefits of Task-Specific Prompts for In-context Learning
Xiangyu Chang ⋅ Yingcong Li ⋅ Muti Kara ⋅ Samet Oymak ⋅ Amit Roy-Chowdhury
In Room: Hall A-E Poster Location: 71 in Poster Session 1.
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation
Yilin Xie ⋅ Shiqiang Zhang ⋅ Joel Paulson ⋅ Calvin Tsay
In Room: Hall A-E Poster Location: 72 in Poster Session 3.
Adaptive Extragradient Methods for Root-finding Problems under Relaxed Assumptions
Yang Luo ⋅ Michael O'Neill
In Room: Hall A-E Poster Location: 78 in Poster Session 2.
Privacy in Metalearning and Multitask Learning: Modeling and Separations
Maryam Aliakbarpour ⋅ Konstantina Bairaktari ⋅ Adam Smith ⋅ Marika Swanberg ⋅ Jonathan Ullman
In Room: Hall A-E Poster Location: 74 in Poster Session 1.
Strong Screening Rules for Group-based SLOPE Models
Fabio Feser ⋅ Marina Evangelou
In Room: Hall A-E Poster Location: 82 in Poster Session 2.
Reinforcement Learning for Adaptive MCMC
Congye Wang ⋅ Wilson Ye Chen ⋅ Heishiro Kanagawa ⋅ Chris Oates
In Room: Hall A-E Poster Location: 77 in Poster Session 1.
Separation-Based Distance Measures for Causal Graphs
Jonas Wahl ⋅ Jakob Runge
In Room: Hall A-E Poster Location: 84 in Poster Session 2.
Level Set Teleportation: An Optimization Perspective
Aaron Mishkin ⋅ Alberto Bietti ⋅ Robert Gower
In Room: Hall A-E Poster Location: 78 in Poster Session 1.
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models
Siyan Zhao ⋅ Daniel Israel ⋅ Guy Van den Broeck ⋅ Aditya Grover
In Room: Hall A-E Poster Location: 77 in Poster Session 3.
The Hardness of Validating Observational Studies with Experimental Data
Jake Fawkes ⋅ Michael O'Riordan ⋅ Athanasios Vlontzos ⋅ Oriol Corcoll ⋅ Ciarán Gilligan-Lee
In Room: Hall A-E Poster Location: 80 in Poster Session 3.
Choice is what matters after Attention
Chenhan Fu ⋅ guoming wang ⋅ Juncheng Li ⋅ Rongxing Lu ⋅ Siliang Tang
In Room: Hall A-E Poster Location: 79 in Poster Session 1.
Online Student-$t$ Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
Taole Sha ⋅ Michael Zhang
In Room: Hall A-E Poster Location: 84 in Poster Session 3.
Generalization Bounds for Dependent Data using Online-to-Batch Conversion.
Sagnik Chatterjee ⋅ MANUJ MUKHERJEE ⋅ Alhad Sethi
In Room: Hall A-E Poster Location: 90 in Poster Session 2.
Meta-learning from Heterogeneous Tensors for Few-shot Tensor Completion
Tomoharu Iwata ⋅ Atsutoshi Kumagai
In Room: Hall A-E Poster Location: 91 in Poster Session 2.
Stochastic Weight Sharing for Bayesian Neural Networks
Moule Lin ⋅ Shuhao Guan ⋅ Weipeng Jing ⋅ Goetz Botterweck ⋅ Andrea Patane
In Room: Hall A-E Poster Location: 85 in Poster Session 3.
Learning-Augmented Algorithms for Online Concave Packing and Convex Covering Problems
Elena Grigorescu ⋅ Young-San Lin ⋅ Maoyuan Song
In Room: Hall A-E Poster Location: 93 in Poster Session 2.
Recursive Learning of Asymptotic Variational Objectives
Alessandro Mastrototaro ⋅ Mathias Müller ⋅ Jimmy Olsson
In Room: Hall A-E Poster Location: 84 in Poster Session 1.
S-CFE: Simple Counterfactual Explanations
Shpresim Sadiku ⋅ Moritz Wagner ⋅ Sai Ganesh Nagarajan ⋅ Sebastian Pokutta
In Room: Hall A-E Poster Location: 94 in Poster Session 2.
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes
Csaba Tóth ⋅ Masaki Adachi ⋅ Michael A. Osborne ⋅ Harald Oberhauser
In Room: Hall A-E Poster Location: 97 in Poster Session 2.
AlleNoise - large-scale text classification benchmark dataset with real-world label noise Project Page ↗
Alicja Rączkowska ⋅ Aleksandra Osowska-Kurczab ⋅ Jacek Szczerbiński ⋅ Kalina Jasinska-Kobus ⋅ Klaudia Nazarko
In Room: Hall A-E Poster Location: 87 in Poster Session 1.
Dynamic DBSCAN with Euler Tour Sequences
Seiyun Shin ⋅ Ilan Shomorony ⋅ Peter Macgregor
In Room: Hall A-E Poster Location: 88 in Poster Session 3.
Flexible Copula-Based Mixed Models in Deep Learning: A Scalable Approach to Arbitrary Marginals
Giora Simchoni ⋅ Saharon Rosset
In Room: Hall A-E Poster Location: 100 in Poster Session 2.
From Learning to Optimize to Learning Optimization Algorithms
Camille Castera ⋅ Peter Ochs
In Room: Hall A-E Poster Location: 89 in Poster Session 3.
Explaining ViTs Using Information Flow
Chase Walker ⋅ Md Rubel Ahmed ⋅ Sumit Kumar Jha ⋅ Rickard Ewetz
In Room: Hall A-E Poster Location: 90 in Poster Session 3.
Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem
Shaan Ul Haque ⋅ Siva Theja Maguluri
In Room: Hall A-E Poster Location: 93 in Poster Session 1.
Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations
Amir Joudaki ⋅ Thomas Hofmann
In Room: Hall A-E Poster Location: 95 in Poster Session 1.
Rethinking Neural-based Matrix Inversion: Why can't, and Where can
Yuliang Ji ⋅ Jian Wu ⋅ Yuanzhe Xi
In Room: Hall A-E Poster Location: 101 in Poster Session 2.
Performative Prediction on Games and Mechanism Design
Antonio Gois ⋅ Mehrnaz Mofakhami ⋅ Fernando Santos ⋅ Simon Lacoste-Julien ⋅ Gauthier Gidel
In Room: Hall A-E Poster Location: 92 in Poster Session 3.
Learning Visual-Semantic Subspace Representations
Gabriel Moreira ⋅ Manuel Marques ⋅ Joao Costeira ⋅ Alexander Hauptmann
In Room: Hall A-E Poster Location: 104 in Poster Session 2.
HAR-former: Hybrid Transformer with an Adaptive Time-Frequency Representation Matrix for Long-Term Series Forecasting
kenghao zheng ⋅ ZI LONG ⋅ Shuxin Wang
In Room: Hall A-E Poster Location: 99 in Poster Session 1.
InfoNCE: Identifying the Gap Between Theory and Practice
Evgenia Rusak ⋅ Patrik Reizinger ⋅ Attila Juhos ⋅ Oliver Bringmann ⋅ Roland Zimmermann ⋅ Wieland Brendel
In Room: Hall A-E Poster Location: 100 in Poster Session 1.
On the Identifiability of Causal Abstractions
Xiusi Li ⋅ Sékou-Oumar Kaba ⋅ Siamak Ravanbakhsh
In Room: Hall A-E Poster Location: 105 in Poster Session 2.
Robust Estimation in metric spaces: Achieving Exponential Concentration with a Fr\'echet Median
Jakwang Kim ⋅ Jiyoung Park ⋅ Anirban Bhattacharya
In Room: Hall A-E Poster Location: 103 in Poster Session 1.
Fine-Tuning with Uncertainty-Aware Priors Makes Vision and Language Foundation Models More Reliable
Tim G. J. Rudner ⋅ Xiang Pan ⋅ Yucen Li ⋅ Ravid Shwartz-Ziv ⋅ Andrew Wilson
In Room: Hall A-E Poster Location: 104 in Poster Session 1.
Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability
Zhuorui Ye ⋅ Farzan Farnia
In Room: Hall A-E Poster Location: 105 in Poster Session 1.
Noisy Low-Rank Matrix Completion via Transformed $L_1$ Regularization and its Theoretical Properties
Kun Zhao ⋅ Jiayi Wang ⋅ Yifei Lou
In Room: Hall A-E Poster Location: 95 in Poster Session 3.
A primer on linear classification with missing data
Angel David Reyero Lobo ⋅ Alexis Ayme ⋅ Claire Boyer ⋅ Erwan Scornet
In Room: Hall A-E Poster Location: 106 in Poster Session 2.
When Can We Solve the Weighted Low Rank Approximation Problem in Truly Subquadratic Time?
Chenyang Li ⋅ Yingyu Liang ⋅ Zhenmei Shi ⋅ Zhao Song
In Room: Hall A-E Poster Location: 107 in Poster Session 2.
Do Regularization Methods for Shortcut Mitigation Work As Intended?
Haoyang Hong ⋅ Ioanna Papanikolaou ⋅ Sonali Parbhoo
In Room: Hall A-E Poster Location: 100 in Poster Session 3.
Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis
Sihan Zeng ⋅ Sujay Bhatt ⋅ Alec Koppel ⋅ Sumitra Ganesh
In Room: Hall A-E Poster Location: 108 in Poster Session 2.
A Tight Regret Analysis of Non-Parametric Repeated Contextual Brokerage
Francois Bachoc ⋅ Tommaso Cesari ⋅ Roberto Colomboni
In Room: Hall A-E Poster Location: 108 in Poster Session 1.
Safety in the Face of Adversity: Achieving Zero Constraint Violation in Online Learning with Slowly Changing Constraints
Bassel Hamoud ⋅ Ilnura Usmanova ⋅ Kfir Yehuda Levy
In Room: Hall A-E Poster Location: 110 in Poster Session 2.
Transfer Neyman-Pearson Algorithm for Outlier Detection
Mohammadreza Mousavi Kalan ⋅ Eitan Neugut ⋅ Samory Kpotufe
In Room: Hall A-E Poster Location: 103 in Poster Session 3.
$\beta$-th order Acyclicity Derivatives for DAG Learning
Madhumitha Shridharan ⋅ Garud Iyengar
In Room: Hall A-E Poster Location: 104 in Poster Session 3.
Fair Resource Allocation in Weakly Coupled Markov Decision Processes
Xiaohui Tu ⋅ Yossiri Adulyasak ⋅ Nima Akbarzadeh ⋅ Erick Delage
In Room: Hall A-E Poster Location: 112 in Poster Session 1.
Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model
Zilong Deng ⋅ Simon Khan ⋅ Shaofeng Zou
In Room: Hall A-E Poster Location: 106 in Poster Session 3.
Variational Inference on the Boolean Hypercube with the Quantum Entropy
Eliot Beyler ⋅ Francis Bach
In Room: Hall A-E Poster Location: 113 in Poster Session 2.
Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders
Christian Toth ⋅ Christian Knoll ⋅ Franz Pernkopf ⋅ Robert Peharz
In Room: Hall A-E Poster Location: 115 in Poster Session 1.
Robust Gradient Descent for Phase Retrieval
Alex Buna ⋅ Patrick Rebeschini
In Room: Hall A-E Poster Location: 115 in Poster Session 2.
MODL: Multilearner Online Deep Learning Project Page ↗
Antonios Valkanas ⋅ Boris Oreshkin ⋅ Mark Coates
In Room: Hall A-E Poster Location: 116 in Poster Session 2.
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
Xingzhi Sun ⋅ Danqi Liao ⋅ Kincaid MacDonald ⋅ Yanlei Zhang ⋅ Guillaume Huguet ⋅ Guy Wolf ⋅ Ian Adelstein ⋅ Tim G. J. Rudner ⋅ Smita Krishnaswamy
In Room: Hall A-E Poster Location: 110 in Poster Session 3.
Active Bipartite Ranking with Smooth Posterior Distributions
James Cheshire ⋅ Stephan Clemencon
In Room: Hall A-E Poster Location: 160 in Poster Session 2.
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers
Yingyu Liang ⋅ Zhizhou Sha ⋅ Zhenmei Shi ⋅ Zhao Song ⋅ Yufa Zhou
In Room: Hall A-E Poster Location: 120 in Poster Session 1.
Your copula is a classifier in disguise: classification-based copula density estimation Project Page ↗
David Huk ⋅ Mark Steel ⋅ Ritabrata Dutta
In Room: Hall A-E Poster Location: 111 in Poster Session 3.
Covariance Selection over Networks
Wenfu Xia ⋅ Fengpei Li ⋅ Ying Sun ⋅ Ziping Zhao
In Room: Hall A-E Poster Location: 121 in Poster Session 2.
BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments
Jordan Penn ⋅ Lee Gunderson ⋅ Gecia Bravo-Hermsdorff ⋅ Ricardo Silva ⋅ David Watson
In Room: Hall A-E Poster Location: 125 in Poster Session 2.
Domain Adaptation and Entanglement: an Optimal Transport Perspective
Okan Koc ⋅ Alexander Soen ⋅ Chao-Kai Chiang ⋅ Masashi Sugiyama
In Room: Hall A-E Poster Location: 124 in Poster Session 2.
Order-Optimal Regret with Novel Policy Gradient Approaches in Infinite-Horizon Average Reward MDPs
Swetha Ganesh ⋅ Washim Uddin Mondal ⋅ Vaneet Aggarwal
In Room: Hall A-E Poster Location: 114 in Poster Session 3.
Optimal downsampling for Imbalanced Classification with Generalized Linear Models
Yan Chen ⋅ Jose Blanchet ⋅ Krzysztof Dembczynski ⋅ Laura F. Nern ⋅ Aaron Flores
In Room: Hall A-E Poster Location: 124 in Poster Session 1.
Improving N-Glycosylation and Biopharmaceutical Production Predictions Using AutoML-Built Residual Hybrid Models
Pedro Seber e Silva ⋅ Richard Braatz
In Room: Hall A-E Poster Location: 127 in Poster Session 2.
Protein Fitness Landscape: Spectral Graph Theory Perspective
HAO ZHU ⋅ Daniel M. Steinberg ⋅ Piotr Koniusz
In Room: Hall A-E Poster Location: 117 in Poster Session 3.
Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation
Thang Loi Nguyen ⋅ Loc Duong ⋅ Vo Duy
In Room: Hall A-E Poster Location: 128 in Poster Session 1.
Independent Learning in Performative Markov Potential Games
Rilind Sahitaj ⋅ Paulius Sasnauskas ⋅ Yiğit Yalın ⋅ Debmalya Mandal ⋅ Goran Radanovic
In Room: Hall A-E Poster Location: 130 in Poster Session 1.
Natural Language Counterfactual Explanations for Graphs Using Large Language Models
Flavio Giorgi ⋅ Cesare Campagnano ⋅ Fabrizio Silvestri ⋅ Gabriele Tolomei
In Room: Hall A-E Poster Location: 124 in Poster Session 3.
SemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching
Ross Irwin ⋅ Alessandro Tibo ⋅ Jon Paul Janet ⋅ Simon Olsson
In Room: Hall A-E Poster Location: 132 in Poster Session 2.
Global Group Fairness in Federated Learning via Function Tracking
Yves Rychener ⋅ Daniel Kuhn ⋅ Yifan Hu
In Room: Hall A-E Poster Location: 127 in Poster Session 3.
Large Covariance Matrix Estimation With Nonnegative Correlations
Yixin Yan ⋅ QIAO YANG ⋅ Ziping Zhao
In Room: Hall A-E Poster Location: 134 in Poster Session 2.
How Well Can Transformers Emulate In-Context Newton's Method?
Angeliki Giannou ⋅ Liu Yang ⋅ Tianhao Wang ⋅ Dimitris Papailiopoulos ⋅ Jason Lee
In Room: Hall A-E Poster Location: 139 in Poster Session 1.
Adaptive Convergence Rates for Log-Concave Maximum Likelihood
Gil Kur ⋅ Aditya Guntuboyina
In Room: Hall A-E Poster Location: 130 in Poster Session 3.
On Tractability of Learning Bayesian Networks with Ancestral Constraints
Juha Harviainen ⋅ Pekka Parviainen
In Room: Hall A-E Poster Location: 136 in Poster Session 2.
On Tradeoffs in Learning-Augmented Algorithms
Ziyad Benomar ⋅ Vianney Perchet
In Room: Hall A-E Poster Location: 132 in Poster Session 3.
Approximating the Total Variation Distance between Gaussians
Arnab Bhattacharyya ⋅ Weiming Feng ⋅ Piyush Srivastava
In Room: Hall A-E Poster Location: 140 in Poster Session 1.
Transfer Learning for High-dimensional Reduced Rank Time Series Models
Mingliang Ma ⋅ Abolfazl Safikhani
In Room: Hall A-E Poster Location: 139 in Poster Session 2.
Wasserstein Gradient Flow over Variational Parameter Space for Variational Inference
Dai Hai Nguyen ⋅ Tetsuya Sakurai ⋅ Hiroshi Mamitsuka
In Room: Hall A-E Poster Location: 142 in Poster Session 1.
Quantile Additive Trend Filtering
Zhi Zhang ⋅ Kyle Ritscher ⋅ Oscar Madrid
In Room: Hall A-E Poster Location: 136 in Poster Session 3.
Linear Submodular Maximization with Bandit Feedback
Wenjing Chen ⋅ Victoria Crawford
In Room: Hall A-E Poster Location: 147 in Poster Session 1.
Fixed-Budget Change Point Identification in Piecewise Constant Bandits
Joseph Lazzaro ⋅ Ciara Pike-Burke
In Room: Hall A-E Poster Location: 148 in Poster Session 1.
Primal-Dual Spectral Representation for Off-policy Evaluation
Yang Hu ⋅ Tianyi Chen ⋅ Na Li ⋅ Kai Wang ⋅ Bo Dai
In Room: Hall A-E Poster Location: 139 in Poster Session 3.
On the Power of Multitask Representation Learning with Gradient Descent
Qiaobo Li ⋅ Zixiang Chen ⋅ Yihe Deng ⋅ Yiwen Kou ⋅ Yuan Cao ⋅ Quanquan Gu
In Room: Hall A-E Poster Location: 140 in Poster Session 3.
A Safe Exploration Approach to Constrained Markov Decision Processes
Tingting Ni ⋅ Maryam Kamgarpour
In Room: Hall A-E Poster Location: 141 in Poster Session 3.
Theoretical Convergence Guarantees for Variational Autoencoders
Sobihan Surendran ⋅ Antoine Godichon-Baggioni ⋅ Sylvain Le Corff
In Room: Hall A-E Poster Location: 142 in Poster Session 3.
Bridging Multiple Worlds: Multi-marginal Optimal Transport for Causal Partial-identification Problem
Zijun Gao ⋅ Shu Ge ⋅ Jian Qian
In Room: Hall A-E Poster Location: 147 in Poster Session 2.
Lower Bounds for Time-Varying Kernelized Bandits
Xu Cai ⋅ Jonathan Scarlett
In Room: Hall A-E Poster Location: 204 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 1.
Randomized Iterative Solver as Iterative Refinement: A Simple Fix Towards Backward Stability
Ruihan Xu ⋅ Yiping Lu
In Room: Hall A-E Poster Location: 150 in Poster Session 1.
Decision-Point Guided Safe Policy Improvement
Abhishek Sharma ⋅ Leo Benac ⋅ Sonali Parbhoo ⋅ Finale Doshi-Velez
In Room: Hall A-E Poster Location: 146 in Poster Session 3.
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models
Haotian Ye ⋅ Himanshu Jain ⋅ Chong You ⋅ Ananda Theertha Suresh ⋅ Haowei Lin ⋅ James Zou ⋅ Felix Yu
In Room: Hall A-E Poster Location: 145 in Poster Session 3.
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization
Ziqing Xu ⋅ Hancheng Min ⋅ Lachlan MacDonald ⋅ Jinqi Luo ⋅ Salma Tarmoun ⋅ Enrique Mallada ⋅ Rene Vidal
In Room: Hall A-E Poster Location: 149 in Poster Session 2.
Reward Maximization for Pure Exploration: Minimax Optimal Good Arm Identification for Nonparametric Multi-Armed Bandits
Brian Cho ⋅ Dominik Meier ⋅ Kyra Gan ⋅ Nathan Kallus
In Room: Hall A-E Poster Location: 147 in Poster Session 3.
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning
Avinandan Bose ⋅ Laurent Lessard ⋅ Maryam Fazel ⋅ Krishnamurthy Dvijotham
In Room: Hall A-E Poster Location: 18 in Poster Session 1.
Visualizing token importance for black-box language models
Paulius Rauba ⋅ Qiyao Wei ⋅ Mihaela van der Schaar
In Room: Hall A-E Poster Location: 154 in Poster Session 3.
Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents
Safwan Labbi ⋅ Daniil Tiapkin ⋅ Lorenzo Mancini ⋅ Paul Mangold ⋅ Eric Moulines
In Room: Hall A-E Poster Location: 156 in Poster Session 3.
Sparse Causal Effect Estimation using Two-Sample Summary Statistics in the Presence of Unmeasured Confounding
Shimeng Huang ⋅ Niklas Pfister ⋅ Jack Bowden
In Room: Hall A-E Poster Location: 155 in Poster Session 3.
Out-of-distribution robustness for multivariate analysis via causal regularisation
Homer Durand ⋅ Gherardo Varando ⋅ Nathan Mankovich ⋅ Gustau Camps-Valls
In Room: Hall A-E Poster Location: 155 in Poster Session 1.
Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization
Feihu Huang ⋅ Chunyu Xuan ⋅ Xinrui Wang ⋅ Siqi Zhang ⋅ Songcan Chen
In Room: Hall A-E Poster Location: 150 in Poster Session 2.
Training Neural Samplers with Reverse Diffusive KL Divergence
Jiajun He ⋅ Wenlin Chen ⋅ Mingtian Zhang ⋅ David Barber ⋅ Jose Miguel Hernandez-Lobato
In Room: Hall A-E Poster Location: 152 in Poster Session 2.
Causal Temporal Regime Structure Learning
Abdellah Rahmani ⋅ Pascal Frossard
In Room: Hall A-E Poster Location: 40 in Poster Session 2.
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
Minsu Kim ⋅ Sanghyeok Choi ⋅ Hyeonah Kim ⋅ Jiwoo Son ⋅ Jinkyoo Park ⋅ Yoshua Bengio
In Room: Hall A-E Poster Location: 155 in Poster Session 2.
Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics
Daniel Paulin ⋅ Peter Whalley ⋅ Neil Chada ⋅ Benedict Leimkuhler
In Room: Hall A-E Poster Location: 168 in Poster Session 2.
Learning signals defined on graphs with optimal transport and Gaussian process regression
Raphael Carpintero Perez ⋅ Sébastien da Veiga ⋅ Josselin Garnier ⋅ Brian Staber
In Room: Hall A-E Poster Location: 162 in Poster Session 3.
Pick-to-Learn and Self-Certified Gaussian Process Approximations
Daniel Marks ⋅ Dario Paccagnan
In Room: Hall A-E Poster Location: 1 in Poster Session 3.
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix
Charles Margossian ⋅ Lawrence Saul
In Room: Hall A-E Poster Location: 12 in Poster Session 1.
Pick-to-Learn and Self-Certified Gaussian Process Approximations
Daniel Marks ⋅ Dario Paccagnan
In Room: Hall A-E Poster Location: 1 in Paper Awards Talks.
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix
Charles Margossian ⋅ Lawrence Saul
In Room: Hall A-E Poster Location: 12 in Paper Awards Talks.
Empirical Error Estimates for Graph Sparsification
Siyao Wang ⋅ Miles Lopes
In Room: Hall A-E Poster Location: 191 in Poster Session 2.
$f$-PO: Generalizing Preference Optimization with $f$-divergence Minimization
Jiaqi Han ⋅ Mingjian Jiang ⋅ Yuxuan Song ⋅ Stefano Ermon ⋅ Minkai Xu
In Room: Hall A-E Poster Location: 189 in Poster Session 3.
The VampPrior Mixture Model
Andrew Stirn ⋅ David Knowles
In Room: Hall A-E Poster Location: 179 in Poster Session 2.
Clustered Invariant Risk Minimization
Tomoya Murata ⋅ Atsushi Nitanda ⋅ Taiji Suzuki
In Room: Hall A-E Poster Location: 172 in Poster Session 3.
Conditional diffusions for amortized neural posterior estimation
Tianyu Chen ⋅ Vansh Bansal ⋅ James Scott
In Room: Hall A-E Poster Location: 183 in Poster Session 3.
Adversarially-Robust TD Learning with Markovian Data: Finite-Time Rates and Fundamental Limits
Sreejeet Maity ⋅ Aritra Mitra
In Room: Hall A-E Poster Location: 189 in Poster Session 2.
Causal Discovery on Dependent Binary Data
Alex Chen ⋅ Qing Zhou
In Room: Hall A-E Poster Location: 177 in Poster Session 2.
A graphical global optimization framework for parameter estimation of statistical models with nonconvex regularization functions
Danial Davarnia ⋅ Mohammadreza Kiaghadi
In Room: Hall A-E Poster Location: 161 in Poster Session 2.
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows
Jonathan Geuter ⋅ Clément Bonet ⋅ Anna Korba ⋅ David Alvarez-Melis
In Room: Hall A-E Poster Location: 175 in Poster Session 3.
On the Consistent Recovery of Joint Distributions from Conditionals
Mahbod Majid ⋅ Rattana Pukdee ⋅ Vishwajeet Agrawal ⋅ Burak Varici ⋅ Pradeep Ravikumar
In Room: Hall A-E Poster Location: 94 at 3:00 PM +07 (Asia/Bangkok) in Poster Session 3.
Noise-Aware Differentially Private Variational Inference
Talal Alrawajfeh ⋅ Joonas Jälkö ⋅ Antti Honkela
In Room: Hall A-E Poster Location: 167 in Poster Session 3.
Learning High-dimensional Gaussians from Censored Data
Arnab Bhattacharyya ⋅ Constantinos Daskalakis ⋅ Themistoklis Gouleakis ⋅ Yuhao Wang
In Room: Hall A-E Poster Location: 171 in Poster Session 3.