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13 Results

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Poster
Mon 2:30 Contextual bandits with concave rewards, and an application to fair ranking
Virginie Do · Elvis Dohmatob · Matteo Pirotta · Alessandro Lazaric · Nicolas Usunier
Poster
Combinatorial Pure Exploration of Causal Bandits
Nuoya Xiong · Wei Chen
Poster
Federated Neural Bandits
Zhongxiang Dai · Yao Shu · Arun Verma · Flint Xiaofeng Fan · Bryan Kian Hsiang Low · Patrick Jaillet
Affinity Workshop
Fri 7:30 MetaXLR - Mixed Language Meta Representation Transformation for Low-resource Cross-lingual Learning based on Multi-Armed Bandit
Liat Bezalel · Eyal Orgad
Poster
Wed 2:30 Collaborative Pure Exploration in Kernel Bandit
Yihan Du · Wei Chen · Yuko Kuroki · Longbo Huang
Poster
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits
Xuchuang Wang · Lin Yang · Yu-Zhen Janice Chen · Xutong Liu · Mohammad Hajiesmaili · Don Towsley · John C.S. Lui
Poster
Tue 7:30 Personalized Reward Learning with Interaction-Grounded Learning (IGL)
Jessica Maghakian · Paul Mineiro · Kishan Panaganti · Mark Rucker · Akanksha Saran · Cheng Tan
Poster
Learning Kernelized Contextual Bandits in a Distributed and Asynchronous Environment
Chuanhao Li · Huazheng Wang · Mengdi Wang · Hongning Wang
Poster
Learning Adversarial Linear Mixture Markov Decision Processes with Bandit Feedback and Unknown Transition
Canzhe Zhao · Ruofeng Yang · Baoxiang Wang · Shuai Li
Poster
Wed 7:30 Variance-Aware Sparse Linear Bandits
Yan Dai · Ruosong Wang · Simon Du
Poster
Replicable Bandits
Hossein Esfandiari · Alkis Kalavasis · Amin Karbasi · Andreas Krause · Vahab Mirrokni · Grigoris Velegkas
Poster
Distributed Differential Privacy in Multi-Armed Bandits
Sayak Ray Chowdhury · Xingyu Zhou