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Oral
Tue Jul 19 01:15 PM -- 01:35 PM (PDT) @ Room 310
Cooperative Online Learning in Stochastic and Adversarial MDPs
In Theory
Tal Lancewicki · Aviv Rosenberg · Yishay Mansour
Spotlight
Tue Jul 19 01:35 PM -- 01:40 PM (PDT) @ Room 310
Simple and near-optimal algorithms for hidden stratification and multi-group learning
In Theory
Christopher Tosh · Daniel Hsu
Spotlight
Tue Jul 19 01:40 PM -- 01:45 PM (PDT) @ Room 310
Being Properly Improper
In Theory
Tyler Sypherd · Richard Nock · Lalitha Sankar
Spotlight
Tue Jul 19 01:45 PM -- 01:50 PM (PDT) @ Room 310
Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks
In Theory
Franco Pellegrini · Giulio Biroli
Spotlight
Tue Jul 19 01:50 PM -- 01:55 PM (PDT) @ Room 310
On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions
In Theory
Lai Tian · Kaiwen Zhou · Anthony Man-Cho So
Spotlight
Tue Jul 19 01:55 PM -- 02:00 PM (PDT) @ Room 310
Nearly Optimal Policy Optimization with Stable at Any Time Guarantee
In Theory
Tianhao Wu · Yunchang Yang · Han Zhong · Liwei Wang · Simon Du · Jiantao Jiao
Oral
Tue Jul 19 02:00 PM -- 02:20 PM (PDT) @ Room 310
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces
In Theory
Yinglun Zhu · Paul Mineiro
Spotlight
Tue Jul 19 02:20 PM -- 02:25 PM (PDT) @ Room 310
Minimax M-estimation under Adversarial Contamination
In Theory
Sujay Bhatt · Guanhua Fang · Ping Li · Gennady Samorodnitsky
Spotlight
Tue Jul 19 02:25 PM -- 02:30 PM (PDT) @ Room 310
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits
In Theory
Jiatai Huang · Yan Dai · Longbo Huang
Spotlight
Tue Jul 19 02:30 PM -- 02:35 PM (PDT) @ Room 310
Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries
In Theory
Daniel Rosenkrantz · Abhijin Adiga · Madhav Marathe · Zirou Qiu · S. S. Ravi · Richard Stearns · Anil Vullikanti
Spotlight
Tue Jul 19 02:35 PM -- 02:40 PM (PDT) @ Room 310
Boosting Graph Structure Learning with Dummy Nodes
In Theory
Xin Liu · Jiayang Cheng · Yangqiu Song · Xin Jiang
Spotlight
Tue Jul 19 02:40 PM -- 02:45 PM (PDT) @ Room 310
Lazy Estimation of Variable Importance for Large Neural Networks
In Theory
Yue Gao · Abby Stevens · Garvesh Raskutti · Rebecca Willett