Learning from missing data using selection bias in movie recommendation. - Claire Vernade; Olivier Cappé (DSAA, 2015)

Multiple-Play Bandits in the Position-Based Model. - Paul Lagrée; Claire Vernade; Olivier Cappé (NIPS, 2016)

Stochastic Rank-1 Bandits. - Sumeet Katariya; Branislav Kveton; Csaba Szepesvári; Claire Vernade; Zheng Wen 002 (AISTATS, 2017)

Sparse Stochastic Bandits. - Joon Kwon; Vianney Perchet; Claire Vernade (COLT, 2017)

Bernoulli Rank-1 Bandits for Click Feedback. - Sumeet Katariya; Branislav Kveton; Csaba Szepesvári; Claire Vernade; Zheng Wen 002 (IJCAI, 2017)

Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond. - Mastane Achab; Stéphan Clémençon; Aurélien Garivier; Anne Sabourin; Claire Vernade (ECML/PKDD (2), 2017)

Stochastic Bandit Models for Delayed Conversions. - Claire Vernade; Olivier Cappé; Vianney Perchet (UAI, 2017)

Contextual Bandits under Delayed Feedback. - Claire Vernade; Alexandra Carpentier; Giovanni Zappella; Beyza Ermis; Michael Brückner (CoRR, 2018)

Weighted Linear Bandits for Non-Stationary Environments. - Yoan Russac; Claire Vernade; Olivier Cappé (NeurIPS, 2019)

Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. - Cindy Trinh; Emilie Kaufmann; Claire Vernade; Richard Combes (ALT, 2020)

Stochastic bandits with arm-dependent delays. - Anne Gael Manegueu; Claire Vernade; Alexandra Carpentier; Michal Valko (ICML, 2020)

Non-Stationary Delayed Bandits with Intermediate Observations. - Claire Vernade; András György 001; Timothy A. Mann (ICML, 2020)

Linear bandits with Stochastic Delayed Feedback. - Claire Vernade; Alexandra Carpentier; Tor Lattimore; Giovanni Zappella; Beyza Ermis; Michael Brückner (ICML, 2020)

Non-Stationary Bandits with Intermediate Observations. - Claire Vernade; András György 001; Timothy A. Mann (CoRR, 2020)

The Elliptical Potential Lemma Revisited. - Alexandra Carpentier; Claire Vernade; Yasin Abbasi-Yadkori (CoRR, 2020)

Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting. - Ilja Kuzborskij; Claire Vernade; András György 001; Csaba Szepesvári (AISTATS, 2021)

Asymptotically Optimal Information-Directed Sampling. - Johannes Kirschner; Tor Lattimore; Claire Vernade; Csaba Szepesvári (COLT, 2021)

EigenGame: PCA as a Nash Equilibrium. - Ian Gemp; Brian McWilliams; Claire Vernade; Thore Graepel (ICLR, 2021)

EigenGame Unloaded: When playing games is better than optimizing. - Ian Gemp; Brian McWilliams; Claire Vernade; Thore Graepel (ICLR, 2022)

Beyond Average Return in Markov Decision Processes. - Alexandre Marthe; Aurélien Garivier; Claire Vernade (NeurIPS, 2023)

POMRL: No-Regret Learning-to-Plan with Increasing Horizons. - Khimya Khetarpal; Claire Vernade; Brendan O'Donoghue; Satinder Singh 001; Tom Zahavy (Trans. Mach. Learn. Res., 2023)

Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms. - Mohammad Javad Azizi; Thang Duong; Yasin Abbasi-Yadkori; András György 001; Claire Vernade; Mohammad Ghavamzadeh (RLJ, 2024)

Online Decision Deferral under Budget Constraints. - Mirabel Reid; Tom Sühr; Claire Vernade; Samira Samadi (CoRR, 2024)

Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits. - Nicolas Nguyen; Imad Aouali; András György 001; Claire Vernade (AISTATS, 2025)

A Pontryagin Perspective on Reinforcement Learning. - Onno Eberhard; Claire Vernade; Michael Muehlebach (L4DC, 2025)

Efficient Risk-sensitive Planning via Entropic Risk Measures. - Alexandre Marthe; Samuel Bounan; Aurélien Garivier; Claire Vernade (CoRR, 2025)

Clustered KL-barycenter design for policy evaluation. - Simon Weissmann; Till Freihaut; Claire Vernade; Giorgia Ramponi; Leif Döring (CoRR, 2025)

Quantization-Free Autoregressive Action Transformer. - Ziyad Sheebaelhamd; Michael Tschannen; Michael Muehlebach; Claire Vernade (CoRR, 2025)

Partially Observable Reinforcement Learning with Memory Traces. - Onno Eberhard; Michael Muehlebach; Claire Vernade (CoRR, 2025)

Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning. - Amir Rezaei Balef; Claire Vernade; Katharina Eggensperger (CoRR, 2025)

Non-Stationary Lipschitz Bandits. - Nicolas Nguyen; Solenne Gaucher; Claire Vernade (CoRR, 2025)