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Claire Vernade

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Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits

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Feb 08, 2024
Nicolas Nguyen, Imad Aouali, András György, Claire Vernade

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Beyond Average Return in Markov Decision Processes

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Oct 31, 2023
Alexandre Marthe, Aurélien Garivier, Claire Vernade

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POMRL: No-Regret Learning-to-Plan with Increasing Horizons

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Dec 30, 2022
Khimya Khetarpal, Claire Vernade, Brendan O'Donoghue, Satinder Singh, Tom Zahavy

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Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms

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Mar 13, 2022
MohammadJavad Azizi, Thang Duong, Yasin Abbasi-Yadkori, András György, Claire Vernade, Mohammad Ghavamzadeh

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EigenGame Unloaded: When playing games is better than optimizing

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

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Asymptotically Optimal Information-Directed Sampling

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

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The Elliptical Potential Lemma Revisited

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

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EigenGame: PCA as a Nash Equilibrium

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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

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

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Stochastic bandits with arm-dependent delays

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

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