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Poster
Tue 14:00 Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications
Shinsaku Sakaue
Poster
Thu 7:30 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices
Valerii Likhosherstov · Jared Davis · Krzysztof Choromanski · Adrian Weller
Poster
Thu 7:30 On Information Gain and Regret Bounds in Gaussian Process Bandits
Sattar Vakili · Kia Khezeli · Victor Picheny
Poster
Wed 6:00 On the proliferation of support vectors in high dimensions
Daniel Hsu · Vidya Muthukumar · Ji Xu
Poster
Wed 12:45 False Discovery Rates in Biological Networks
Lu Yu · Tobias Kaufmann · Johannes Lederer
Poster
Tue 14:00 Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series
Xing Han · Sambarta Dasgupta · Joydeep Ghosh
Poster
Tue 14:00 Alternating Direction Method of Multipliers for Quantization
Tianjian Huang · Prajwal Singhania · Maziar Sanjabi · Pabitra Mitra · Meisam Razaviyayn
Poster
Wed 6:00 A Bayesian nonparametric approach to count-min sketch under power-law data streams
Emanuele Dolera · Stefano Favaro · Stefano Peluchetti
Poster
Tue 18:30 On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification
Tianyi Lin · Zeyu Zheng · Elynn Chen · Marco Cuturi · Michael Jordan
Poster
Thu 7:30 Online Sparse Reinforcement Learning
Botao Hao · Tor Lattimore · Csaba Szepesvari · Mengdi Wang
Poster
Tue 18:30 Tight Regret Bounds for Infinite-armed Linear Contextual Bandits
Yingkai Li · Yining Wang · Xi Chen · Yuan Zhou
Poster
Thu 7:30 A Stein Goodness-of-test for Exponential Random Graph Models
Wenkai Xu · Gesine Reinert