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Oral
Wed Jul 20 05:15 AM -- 05:35 AM (KST) @ Room 310
Cooperative Online Learning in Stochastic and Adversarial MDPs
In Theory
Tal Lancewicki · Aviv Rosenberg · Yishay Mansour
Spotlight
Wed Jul 20 05:35 AM -- 05:40 AM (KST) @ Room 310
Simple and near-optimal algorithms for hidden stratification and multi-group learning
In Theory
Christopher Tosh · Daniel Hsu
Spotlight
Wed Jul 20 05:40 AM -- 05:45 AM (KST) @ Room 310
Being Properly Improper
In Theory
Tyler Sypherd · Richard Nock · Lalitha Sankar
Spotlight
Wed Jul 20 05:45 AM -- 05:50 AM (KST) @ Room 310
Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks
In Theory
Franco Pellegrini · Giulio Biroli
Spotlight
Wed Jul 20 05:50 AM -- 05:55 AM (KST) @ 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
Wed Jul 20 05:55 AM -- 06:00 AM (KST) @ 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
Wed Jul 20 06:00 AM -- 06:20 AM (KST) @ Room 310
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces
In Theory
Yinglun Zhu · Paul Mineiro
Spotlight
Wed Jul 20 06:20 AM -- 06:25 AM (KST) @ Room 310
Minimax M-estimation under Adversarial Contamination
In Theory
Sujay Bhatt · Guanhua Fang · Ping Li · Gennady Samorodnitsky
Spotlight
Wed Jul 20 06:25 AM -- 06:30 AM (KST) @ Room 310
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits
In Theory
Jiatai Huang · Yan Dai · Longbo Huang
Spotlight
Wed Jul 20 06:30 AM -- 06:35 AM (KST) @ 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
Wed Jul 20 06:35 AM -- 06:40 AM (KST) @ Room 310
Boosting Graph Structure Learning with Dummy Nodes
In Theory
Xin Liu · Jiayang Cheng · Yangqiu Song · Xin Jiang
Spotlight
Wed Jul 20 06:40 AM -- 06:45 AM (KST) @ Room 310
Lazy Estimation of Variable Importance for Large Neural Networks
In Theory
Yue Gao · Abby Stevens · Garvesh Raskutti · Rebecca Willett