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Poster
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Thu 14:00
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On Kernelized Multi-Armed Bandits with Constraints
Xingyu Zhou · Bo Ji
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Poster
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Thu 14:00
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Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms
Xutong Liu · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C.S. Lui · Wei Chen
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Poster
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Wed 9:00
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A Best-of-Both-Worlds Algorithm for Bandits with Delayed Feedback
Saeed Masoudian · Julian Zimmert · Yevgeny Seldin
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Poster
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Tue 14:00
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PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
Kyoungseok Jang · Chicheng Zhang · Kwang-Sung Jun
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Poster
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Wed 14:00
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Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
Su Jia · Andrew Li · R Ravi
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Workshop
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"I pick you choose": Joint human-algorithm decision making in multi-armed bandits
Kate Donahue · Sreenivas Gollapudi · Kostas Kollias
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Poster
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Tue 9:00
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Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs
Shinji Ito · Taira Tsuchiya · Junya Honda
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Poster
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Thu 9:00
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Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets
Chinmay Maheshwari · Shankar Sastry · Eric Mazumdar
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Poster
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Tue 14:00
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Near-Optimal Collaborative Learning in Bandits
Clémence Réda · Sattar Vakili · Emilie Kaufmann
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Poster
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Tue 14:00
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When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
Achraf Azize · Debabrota Basu
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Poster
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Tue 14:00
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Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
Yifei Wang · Tavor Baharav · Yanjun Han · Jiantao Jiao · David Tse
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Poster
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Wed 9:00
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Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar
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