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Poster
Wed 0:30 The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle
Fang Kong · Yueran Yang · Wei Chen · Shuai Li
Poster
Tue 8:30 Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits
Orestis Papadigenopoulos · Constantine Caramanis
Poster
Tue 8:30 Hybrid Regret Bounds for Combinatorial Semi-Bandits and Adversarial Linear Bandits
Shinji Ito
Poster
Tue 8:30 Post-Contextual-Bandit Inference
Aurelien Bibaut · Maria Dimakopoulou · Nathan Kallus · Antoine Chambaz · Mark van der Laan
Workshop
Regret, stability, and fairness in matching markets with bandit learners
Sarah Cen · Devavrat Shah
Poster
Tue 8:30 Parallelizing Thompson Sampling
Amin Karbasi · Vahab Mirrokni · Mohammad Shadravan
Affinity Workshop
Gaussian Process Bandits with Aggregated Feedback
Mengyan Zhang · Russell Tsuchida · Cheng Soon Ong
Poster
Thu 8:30 Fast Pure Exploration via Frank-Wolfe
Po-An Wang · Ruo-Chun Tzeng · Alexandre Proutiere
Poster
Tue 8:30 Bayesian decision-making under misspecified priors with applications to meta-learning
Max Simchowitz · Christopher Tosh · Akshay Krishnamurthy · Daniel Hsu · Thodoris Lykouris · Miro Dudik · Robert Schapire
Workshop
Offline neural contextual bandits: Pessimism, Optimization and Generalization
Thanh Nguyen-Tang · Sunil Gupta · A. Tuan Nguyen · Svetha Venkatesh
Poster
Thu 0:30 Variational Bayesian Optimistic Sampling
Brendan O'Donoghue · Tor Lattimore
Workshop
An Empirical Study of Neural Kernel Bandits
Michal Lisicki · Arash Afkanpour · Graham Taylor