Search All 2021 Events
  Search abstracts

Filter by Keyword:

113 Results

<<   <   Page 1 of 10   >   >>
Spotlight
Wed 17:30 Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously
Chung-Wei Lee · Haipeng Luo · Chen-Yu Wei · Mengxiao Zhang · Xiaojin Zhang
Poster
Wed 21:00 Pure Exploration and Regret Minimization in Matching Bandits
Flore Sentenac · Jialin Yi · ClĂ©ment Calauzènes · Vianney Perchet · Milan Vojnovic
Poster
Wed 21:00 Best Arm Identification in Graphical Bilinear Bandits
Geovani Rizk · Albert Thomas · Igor Colin · Rida Laraki · Yann Chevaleyre
Oral
Wed 17:00 The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks
Xiaocheng Li · Chunlin Sun · Yinyu Ye
Poster
Wed 9:00 Adversarial Combinatorial Bandits with General Non-linear Reward Functions
Yanjun Han · Yining Wang · Xi Chen
Poster
Thu 21:00 Lenient Regret and Good-Action Identification in Gaussian Process Bandits
Xu Cai · Selwyn Gomes · Jonathan Scarlett
Poster
Thu 9:00 Online Limited Memory Neural-Linear Bandits with Likelihood Matching
Ofir Nabati · Tom Zahavy · Shie Mannor
Poster
Wed 21:00 Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously
Chung-Wei Lee · Haipeng Luo · Chen-Yu Wei · Mengxiao Zhang · Xiaojin Zhang
Poster
Wed 21:00 Interaction-Grounded Learning
Tengyang Xie · John Langford · Paul Mineiro · Ida Momennejad
Workshop
Collision Resolution in Multi-player Bandits Without Observing Collision Information
Eleni Nisioti · Nikolaos Thomos · Boris Bellalta · Anders Jonsson
Workshop
Fri 13:41 Designing Bounded min-knapsack Bandits algorithm for Sustainable Demand Response
Akansha Singh
Poster
Wed 21:00 Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
Kyoungseok Jang · Kwang-Sung Jun · Se-Young Yun · Wanmo Kang