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FINN.no Slates Dataset: A new Sequential Dataset Logging Interactions, allViewed Items and Click Responses/No-Click for Recommender Systems Research



Simen Eide , Arnoldo Frigessi , Helge Jenssen , David S. Leslie , Joakim Rishaug , Sofie Verrewaere

* 5 pages, Fifteen ACM Conference on Recommender Systems (recsys21), 2021, Amsterdam, Netherlands 

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Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification



James A. Grant , David S. Leslie


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Decentralized Q-Learning in Zero-sum Markov Games



Muhammed O. Sayin , Kaiqing Zhang , David S. Leslie , Tamer Basar , Asuman Ozdaglar


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Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling



Simen Eide , David S. Leslie , Arnoldo Frigessi

* The code and the data used in the article are available in the following repository: https://github.com/finn-no/recsys-slates-dataset 

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GIBBON: General-purpose Information-Based Bayesian OptimisatioN



Henry B. Moss , David S. Leslie , Javier Gonzalez , Paul Rayson


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BOSS: Bayesian Optimization over String Spaces



Henry B. Moss , Daniel Beck , Javier Gonzalez , David S. Leslie , Paul Rayson


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Learning to Rank under Multinomial Logit Choice



James A. Grant , David S. Leslie


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BOSH: Bayesian Optimization by Sampling Hierarchically



Henry B. Moss , David S. Leslie , Paul Rayson


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MUMBO: MUlti-task Max-value Bayesian Optimization



Henry B. Moss , David S. Leslie , Paul Rayson


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On Thompson Sampling for Smoother-than-Lipschitz Bandits



James A. Grant , David S. Leslie

* Accepted to AISTATS 2020. 26 pages, 2 figures 

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