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Thompson Sampling with Diffusion Generative Prior


Jan 12, 2023
Yu-Guan Hsieh, Shiva Prasad Kasiviswanathan, Branislav Kveton, Patrick Blöbaum

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Multi-Task Off-Policy Learning from Bandit Feedback


Dec 09, 2022
Joey Hong, Branislav Kveton, Sumeet Katariya, Manzil Zaheer, Mohammad Ghavamzadeh

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* 14 pages, 3 figures 

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Bayesian Fixed-Budget Best-Arm Identification


Nov 15, 2022
Alexia Atsidakou, Sumeet Katariya, Sujay Sanghavi, Branislav Kveton

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Robust Contextual Linear Bandits


Oct 26, 2022
Rong Zhu, Branislav Kveton

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From Ranked Lists to Carousels: A Carousel Click Model


Sep 27, 2022
Behnam Rahdari, Branislav Kveton, Peter Brusilovsky

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Uplifting Bandits


Jun 08, 2022
Yu-Guan Hsieh, Shiva Prasad Kasiviswanathan, Branislav Kveton

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Pessimistic Off-Policy Optimization for Learning to Rank


Jun 06, 2022
Matej Cief, Branislav Kveton, Michal Kompan

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Generalizing Hierarchical Bayesian Bandits


May 30, 2022
Imad Aouali, Branislav Kveton, Sumeet Katariya

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* 27 pages, 5 figures 

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Safe Exploration for Efficient Policy Evaluation and Comparison


Feb 26, 2022
Runzhe Wan, Branislav Kveton, Rui Song

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Meta-Learning for Simple Regret Minimization


Feb 25, 2022
Mohammadjavad Azizi, Branislav Kveton, Mohammad Ghavamzadeh, Sumeet Katariya

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