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Oral
Wed Jul 20 10:15 AM -- 10:35 AM (PDT) @ Room 327 - 329
Generative Trees: Adversarial and Copycat
In T: Online Learning and Bandits/Learning Theory
Richard Nock · Mathieu Guillame-Bert
Spotlight
Wed Jul 20 10:35 AM -- 10:40 AM (PDT) @ Room 327 - 329
A Resilient Distributed Boosting Algorithm
In T: Online Learning and Bandits/Learning Theory
Yuval filmus · Idan Mehalel · Shay Moran
Spotlight
Wed Jul 20 10:40 AM -- 10:45 AM (PDT) @ Room 327 - 329
Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards
In T: Online Learning and Bandits/Learning Theory
Huiwen Jia · Cong Shi · Siqian Shen
Spotlight
Wed Jul 20 10:45 AM -- 10:50 AM (PDT) @ Room 327 - 329
On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation
In T: Online Learning and Bandits/Learning Theory
Xiaohong Chen · Zhengling Qi
Spotlight
Wed Jul 20 10:50 AM -- 10:55 AM (PDT) @ Room 327 - 329
Congested Bandits: Optimal Routing via Short-term Resets
In T: Online Learning and Bandits/Learning Theory
Pranjal Awasthi · Kush Bhatia · Sreenivas Gollapudi · Kostas Kollias
Spotlight
Wed Jul 20 10:55 AM -- 11:00 AM (PDT) @ Room 327 - 329
Stochastic Rising Bandits
In T: Online Learning and Bandits/Learning Theory
Alberto Maria Metelli · Francesco Trovò · Matteo Pirola · Marcello Restelli
Oral
Wed Jul 20 11:00 AM -- 11:20 AM (PDT) @ Room 327 - 329
Agnostic Learnability of Halfspaces via Logistic Loss
In T: Online Learning and Bandits/Learning Theory
Ziwei Ji · Kwangjun Ahn · Pranjal Awasthi · Satyen Kale · Stefani Karp
Spotlight
Wed Jul 20 11:20 AM -- 11:25 AM (PDT) @ Room 327 - 329
Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension
In T: Online Learning and Bandits/Learning Theory
Bruno Loureiro · Cedric Gerbelot · Maria Refinetti · Gabriele Sicuro · FLORENT KRZAKALA
Spotlight
Wed Jul 20 11:25 AM -- 11:30 AM (PDT) @ Room 327 - 329
PDE-Based Optimal Strategy for Unconstrained Online Learning
In T: Online Learning and Bandits/Learning Theory
Zhiyu Zhang · Ashok Cutkosky · Ioannis Paschalidis
Spotlight
Wed Jul 20 11:30 AM -- 11:35 AM (PDT) @ Room 327 - 329
Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Lojasiewicz Functions when the Non-Convexity is Averaged-Out
In T: Online Learning and Bandits/Learning Theory
Jun-Kun Wang · Chi-Heng Lin · Andre Wibisono · Bin Hu
Spotlight
Wed Jul 20 11:35 AM -- 11:40 AM (PDT) @ Room 327 - 329
On Learning Mixture of Linear Regressions in the Non-Realizable Setting
In T: Online Learning and Bandits/Learning Theory
Soumyabrata Pal · Arya Mazumdar · Rajat Sen · Avishek Ghosh
Spotlight
Wed Jul 20 11:40 AM -- 11:45 AM (PDT) @ Room 327 - 329
Random Forest Density Estimation
In T: Online Learning and Bandits/Learning Theory
Hongwei Wen · Hanyuan Hang