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Poster
Wed 3:30 Federated Reinforcement Learning with Environment Heterogeneity
Hao Jin · Yang Peng · Wenhao Yang · Shusen Wang · Zhihua Zhang
Poster
Tue 1:00 Maillard Sampling: Boltzmann Exploration Done Optimally
Jie Bian · Kwang-Sung Jun
Poster
Wed 3:30 Gaussian Process Bandit Optimization with Few Batches
Zihan Li · Jonathan Scarlett
Poster
Wed 3:30 System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy
Hyun-Suk Lee
Poster
Tue 1:00 Deep Layer-wise Networks Have Closed-Form Weights
Chieh Wu · Aria Masoomi · Arthur Gretton · Jennifer Dy
Poster
Tue 1:00 Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates
Oliver Cobb · Arnaud Van Looveren · Janis Klaise
Poster
Mon 10:15 Neural Contextual Bandits without Regret
Parnian Kassraie · Andreas Krause
Poster
Mon 4:30 SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums
Jiabin CHEN · Rui YUAN · Guillaume Garrigos · Robert Gower
Poster
Wed 3:30 Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods
Baturalp Yalçın · Haixiang Zhang · Javad Lavaei · Somayeh Sojoudi
Poster
Wed 3:30 k-experts - Online Policies and Fundamental Limits
Samrat Mukhopadhyay · Sourav Sahoo · Abhishek Sinha
Poster
Tue 1:00 Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity
Eduard Gorbunov · Nicolas Loizou · Gauthier Gidel
Poster
Wed 3:30 Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits
Aadirupa Saha · Suprovat Ghoshal