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Poster
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Fri 11:00
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RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
Easton Huch · Jieru Shi · Madeline R Abbott · Jessica Golbus · Alexander Moreno · Walter Dempsey
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Poster
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Fri 11:00
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Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
Enoch H. Kang · P. R. Kumar
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Poster
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Thu 11:00
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Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates
Jincheng Mei · Bo Dai · Alekh Agarwal · Sharan Vaswani · Anant Raj · Csaba Szepesvari · Dale Schuurmans
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Poster
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Wed 16:30
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Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
Tianyuan Jin · Kyoungseok Jang · Nicolò Cesa-Bianchi
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Poster
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Thu 16:30
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Queueing Matching Bandits with Preference Feedback
Jung-hun Kim · Min-hwan Oh
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Poster
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Fri 16:30
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Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox
Raymond Zhang · Richard Combes
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Poster
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Thu 16:30
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Improved Regret for Bandit Convex Optimization with Delayed Feedback
Yuanyu Wan · Chang Yao · Mingli Song · Lijun Zhang
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Poster
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Wed 11:00
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On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
Shinji Ito
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Poster
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Thu 11:00
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Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
Seok-Jin Kim · Min-hwan Oh
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Poster
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Fri 11:00
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Strategic Linear Contextual Bandits
Thomas Kleine Buening · Aadirupa Saha · Christos Dimitrakakis · Haifeng Xu
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Poster
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Thu 16:30
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Bandits with Abstention under Expert Advice
Stephen Pasteris · Alberto Rumi · Maximilian Thiessen · Shota Saito · Atsushi Miyauchi · Fabio Vitale · Mark Herbster
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Poster
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Fri 11:00
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Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment
Zixian Yang · Xin Liu · Lei Ying
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