Claire Vernade

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 38

Top Topics

Stochastic Systems

Delayed Feedback

Multi Armed Bandit

Top Venues

Publications

Nicolas Nguyen, Imad Aouali, András György, Claire Vernade
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits. CoRR (2024)
Onno Eberhard, Claire Vernade, Michael Muehlebach
A Pontryagin Perspective on Reinforcement Learning. CoRR (2024)
Alexandre Marthe, Aurélien Garivier, Claire Vernade
Beyond Average Return in Markov Decision Processes. NeurIPS (2023)
Alexandre Marthe, Aurélien Garivier, Claire Vernade
Beyond Average Return in Markov Decision Processes. CoRR (2023)
Khimya Khetarpal, Claire Vernade, Brendan O'Donoghue, Satinder Singh, Tom Zahavy
POMRL: No-Regret Learning-to-Plan with Increasing Horizons. Trans. Mach. Learn. Res. 2023 (2023)
Khimya Khetarpal, Claire Vernade, Brendan O'Donoghue, Satinder Singh, Tom Zahavy
POMRL: No-Regret Learning-to-Plan with Increasing Horizons. CoRR (2022)
Ian M. Gemp, Brian McWilliams, Claire Vernade, Thore Graepel
EigenGame Unloaded: When playing games is better than optimizing. ICLR (2022)
Mohammad Javad Azizi, Thang Duong, Yasin Abbasi-Yadkori, András György, Claire Vernade, Mohammad Ghavamzadeh
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms. CoRR (2022)
Ian M. Gemp, Brian McWilliams, Claire Vernade, Thore Graepel
EigenGame Unloaded: When playing games is better than optimizing. CoRR (2021)
Ilja Kuzborskij, Claire Vernade, András György, Csaba Szepesvári
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting. AISTATS (2021)
Ian M. Gemp, Brian McWilliams, Claire Vernade, Thore Graepel
EigenGame: PCA as a Nash Equilibrium. ICLR (2021)
Johannes Kirschner, Tor Lattimore, Claire Vernade, Csaba Szepesvári
Asymptotically Optimal Information-Directed Sampling. COLT (2021)
Alexandra Carpentier, Claire Vernade, Yasin Abbasi-Yadkori
The Elliptical Potential Lemma Revisited. CoRR (2020)
Johannes Kirschner, Tor Lattimore, Claire Vernade, Csaba Szepesvári
Asymptotically Optimal Information-Directed Sampling. CoRR (2020)
Ian M. Gemp, Brian McWilliams, Claire Vernade, Thore Graepel
EigenGame: PCA as a Nash Equilibrium. CoRR (2020)
Ilja Kuzborskij, Claire Vernade, András György, Csaba Szepesvári
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting. CoRR (2020)
Claire Vernade, Alexandra Carpentier, Tor Lattimore, Giovanni Zappella, Beyza Ermis, Michael Brückner
Linear bandits with Stochastic Delayed Feedback. ICML (2020)
Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. ALT (2020)
Anne Gael Manegueu, Claire Vernade, Alexandra Carpentier, Michal Valko
Stochastic bandits with arm-dependent delays. ICML (2020)
Claire Vernade, András György, Timothy A. Mann
Non-Stationary Delayed Bandits with Intermediate Observations. ICML (2020)
Anne Gael Manegueu, Claire Vernade, Alexandra Carpentier, Michal Valko
Stochastic bandits with arm-dependent delays. CoRR (2020)
Claire Vernade, András György, Timothy A. Mann
Non-Stationary Bandits with Intermediate Observations. CoRR (2020)
Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. CoRR (2019)
Yoan Russac, Claire Vernade, Olivier Cappé
Weighted Linear Bandits for Non-Stationary Environments. CoRR (2019)
Yoan Russac, Claire Vernade, Olivier Cappé
Weighted Linear Bandits for Non-Stationary Environments. NeurIPS (2019)
Claire Vernade, Alexandra Carpentier, Giovanni Zappella, Beyza Ermis, Michael Brückner
Contextual Bandits under Delayed Feedback. CoRR (2018)
Claire Vernade, Olivier Cappé, Vianney Perchet
Stochastic Bandit Models for Delayed Conversions. CoRR (2017)
Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen
Bernoulli Rank-1 Bandits for Click Feedback. IJCAI (2017)
Claire Vernade, Olivier Cappé, Vianney Perchet
Stochastic Bandit Models for Delayed Conversions. UAI (2017)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond. ECML/PKDD (2) (2017)
Joon Kwon, Vianney Perchet, Claire Vernade
Sparse Stochastic Bandits. CoRR (2017)
Joon Kwon, Vianney Perchet, Claire Vernade
Sparse Stochastic Bandits. COLT (2017)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
Max K-armed bandit: On the ExtremeHunter algorithm and beyond. CoRR (2017)
Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen
Stochastic Rank-1 Bandits. AISTATS (2017)
Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen
Bernoulli Rank-1 Bandits for Click Feedback. CoRR (2017)
Paul Lagrée, Claire Vernade, Olivier Cappé
Multiple-Play Bandits in the Position-Based Model. NIPS (2016)
Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen
Stochastic Rank-1 Bandits. CoRR (2016)
Paul Lagrée, Claire Vernade, Olivier Cappé
Multiple-Play Bandits in the Position-Based Model. CoRR (2016)
Claire Vernade, Olivier Cappé
Learning from missing data using selection bias in movie recommendation. DSAA (2015)
Claire Vernade, Olivier Cappé
Learning From Missing Data Using Selection Bias in Movie Recommendation. CoRR (2015)