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Oral
Wed Jun 12 11:00 AM -- 11:20 AM (PDT) @ Seaside Ballroom
Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards
Shiyin Lu · Guanghui Wang · Yao Hu · Lijun Zhang
Oral
Wed Jun 12 11:20 AM -- 11:25 AM (PDT) @ Seaside Ballroom
Target Tracking for Contextual Bandits: Application to Demand Side Management
Margaux Brégère · Pierre Gaillard · Yannig Goude · Gilles Stoltz
Oral
Wed Jun 12 11:25 AM -- 11:30 AM (PDT) @ Seaside Ballroom
Correlated bandits or: How to minimize mean-squared error online
Vinay Praneeth Boda · Prashanth L.A.
Oral
Wed Jun 12 11:30 AM -- 11:35 AM (PDT) @ Seaside Ballroom
Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging
Ping-Chun Hsieh · Xi Liu · Anirban Bhattacharya · P R Kumar
Oral
Wed Jun 12 11:35 AM -- 11:40 AM (PDT) @ Seaside Ballroom
Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits
Branislav Kveton · Csaba Szepesvari · Sharan Vaswani · Zheng Wen · Tor Lattimore · Mohammad Ghavamzadeh
Oral
Wed Jun 12 11:40 AM -- 12:00 PM (PDT) @ Seaside Ballroom
Beating Stochastic and Adversarial Semi-bandits Optimally and Simultaneously
Julian Zimmert · Haipeng Luo · Chen-Yu Wei
Oral
Wed Jun 12 12:00 PM -- 12:05 PM (PDT) @ Seaside Ballroom
Bilinear Bandits with Low-rank Structure
Kwang-Sung Jun · Rebecca Willett · Stephen Wright · Robert Nowak
Oral
Wed Jun 12 12:05 PM -- 12:10 PM (PDT) @ Seaside Ballroom
Online Learning to Rank with Features
Shuai Li · Tor Lattimore · Csaba Szepesvari
Oral
Wed Jun 12 12:10 PM -- 12:15 PM (PDT) @ Seaside Ballroom
On the Design of Estimators for Bandit Off-Policy Evaluation
Nikos Vlassis · Aurelien Bibaut · Maria Dimakopoulou · Tony Jebara
Oral
Wed Jun 12 12:15 PM -- 12:20 PM (PDT) @ Seaside Ballroom
Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem
Junyu Cao · Wei Sun