Publications

Dorian Baudry, Yoan Russac, Emilie Kaufmann . Efficient Algorithms for Extreme Bandits. AISTATS 2022, 2022.

Dorian Baudry, Yoan Russac, Olivier Cappé . On Limited-Memory Subsampling Strategies for Bandits. ICML 2021, 2021.

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Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M Koolen . A/B/n Testing with Control in the Presence of Subpopulations. NeurIPS 2021, 2021.

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Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes . Regret Bounds for Generalized Linear Bandits under Parameter Drift. 2021.

Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier . Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. AISTATS2021, 2021.

Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes . A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions. ALT2021, 2021.

Yoan Russac, Claire Vernade, Olivier Cappé . Weighted Linear Bandits in Non-Stationary Environments. NeurIPS 2019, 2019.

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Yoan Russac, Olivier Caelen, Liyun He-Guelton . Embeddings of Categorical Variables for Sequential Data in Fraud Context. In AMLTA2018, 2018.