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Uplifting Bandits



Yu-Guan Hsieh , Shiva Prasad Kasiviswanathan , Branislav Kveton


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Pessimistic Off-Policy Optimization for Learning to Rank



Matej Cief , Branislav Kveton , Michal Kompan


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Generalizing Hierarchical Bayesian Bandits



Imad Aouali , Branislav Kveton , Sumeet Katariya

* 27 pages, 5 figures 

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Safe Exploration for Efficient Policy Evaluation and Comparison



Runzhe Wan , Branislav Kveton , Rui Song


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Meta-Learning for Simple Regret Minimization



Mohammadjavad Azizi , Branislav Kveton , Mohammad Ghavamzadeh , Sumeet Katariya


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Deep Hierarchy in Bandits



Joey Hong , Branislav Kveton , Sumeet Katariya , Manzil Zaheer , Mohammad Ghavamzadeh


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IMO$^3$: Interactive Multi-Objective Off-Policy Optimization



Nan Wang , Hongning Wang , Maryam Karimzadehgan , Branislav Kveton , Craig Boutilier


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Hierarchical Bayesian Bandits



Joey Hong , Branislav Kveton , Manzil Zaheer , Mohammad Ghavamzadeh

* 21 pages, 3 figures 

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Safe Optimal Design with Applications in Policy Learning



Ruihao Zhu , Branislav Kveton


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Optimal Probing with Statistical Guarantees for Network Monitoring at Scale



Muhammad Jehangir Amjad , Christophe Diot , Dimitris Konomis , Branislav Kveton , Augustin Soule , Xiaolong Yang


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