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EigenGame Unloaded: When playing games is better than optimizing

Feb 08, 2021
Ian Gemp, Brian McWilliams, Claire Vernade, Thore Graepel


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Asymptotically Optimal Information-Directed Sampling

Nov 11, 2020
Johannes Kirschner, Tor Lattimore, Claire Vernade, Csaba Szepesvári


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The Elliptical Potential Lemma Revisited

Oct 20, 2020
Alexandra Carpentier, Claire Vernade, Yasin Abbasi-Yadkori

* 8 pages 

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EigenGame: PCA as a Nash Equilibrium

Oct 01, 2020
Ian Gemp, Brian McWilliams, Claire Vernade, Thore Graepel


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Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting

Jun 18, 2020
Ilja Kuzborskij, Claire Vernade, András György, Csaba Szepesvári


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Stochastic bandits with arm-dependent delays

Jun 18, 2020
Anne Gael Manegueu, Claire Vernade, Alexandra Carpentier, Michal Valko

* 19 Pages, 4 figures 

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Non-Stationary Bandits with Intermediate Observations

Jun 03, 2020
Claire Vernade, Andras Gyorgy, Timothy Mann

* 18 pages, 17 figures, ICML 2020 

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Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling

Dec 06, 2019
Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes


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Weighted Linear Bandits for Non-Stationary Environments

Sep 19, 2019
Yoan Russac, Claire Vernade, Olivier Cappé

* Neural Information Processing Systems (NeurIPS), Dec 2019, Vancouver, Canada 

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Contextual Bandits under Delayed Feedback

Jul 05, 2018
Claire Vernade, Alexandra Carpentier, Giovanni Zappella, Beyza Ermis, Michael Brueckner


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Max K-armed bandit: On the ExtremeHunter algorithm and beyond

Jul 27, 2017
Mastane Achab, Stephan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade


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Stochastic Bandit Models for Delayed Conversions

Jul 12, 2017
Claire Vernade, Olivier Cappé, Vianney Perchet

* Conference on Uncertainty in Artificial Intelligence, Aug 2017, Sydney, Australia 

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Sparse Stochastic Bandits

Jun 05, 2017
Joon Kwon, Vianney Perchet, Claire Vernade


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Bernoulli Rank-$1$ Bandits for Click Feedback

Mar 19, 2017
Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen


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Stochastic Rank-1 Bandits

Mar 08, 2017
Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Claire Vernade, Zheng Wen

* Proceedings of the 20th International Conference on Artificial Intelligence and Statistics 

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Multiple-Play Bandits in the Position-Based Model

Jun 08, 2016
Paul Lagrée, Claire Vernade, Olivier Cappé


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Sequential ranking under random semi-bandit feedback

May 26, 2016
Hossein Vahabi, Paul Lagrée, Claire Vernade, Olivier Cappé

* This submission has been withdrawn by arXiv administrators due to irreconcilable authorship dispute 

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Learning From Missing Data Using Selection Bias in Movie Recommendation

Sep 30, 2015
Claire Vernade, Olivier Cappé


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