Yoan Russac

According to our database, Yoan Russac authored at least 10 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Sequential decision problems in non-stationary environments. (Problèmes de décision séquentielle dans des environnements non-stationnaires).

Yoan Russac

PhD thesis, 2022

Efficient Algorithms for Extreme Bandits.

Dorian Baudry, Yoan Russac, Emilie Kaufmann

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Regret Bounds for Generalized Linear Bandits under Parameter Drift.

Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes

CoRR, 2021

A/B/n Testing with Control in the Presence of Subpopulations.

Yoan Russac, Christina Katsimerou, Dennis Bohle, Olivier Cappé, Aurélien Garivier, Wouter M. Koolen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On Limited-Memory Subsampling Strategies for Bandits.

Dorian Baudry, Yoan Russac, Olivier Cappé

Proceedings of the 38th International Conference on Machine Learning, 2021

A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions.

Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes

Proceedings of the Algorithmic Learning Theory, 2021

Self-Concordant Analysis of Generalized Linear Bandits with Forgetting.

Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Algorithms for Non-Stationary Generalized Linear Bandits.

Yoan Russac, Olivier Cappé, Aurélien Garivier

CoRR, 2020

2019

Weighted Linear Bandits for Non-Stationary Environments.

Yoan Russac, Claire Vernade, Olivier Cappé

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Embeddings of Categorical Variables for Sequential Data in Fraud Context.

Yoan Russac, Olivier Caelen, Liyun He-Guelton

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018