Amaury Gouverneur

According to our database, Amaury Gouverneur authored at least 11 papers between 2020 and 2026.

Collaborative distances:

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

2026

An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandit Problems.

Amaury Gouverneur, Tobias J. Oechtering, Mikael Skoglund

Trans. Mach. Learn. Res., 2026

2025

Information-Theoretic Minimax Regret Upper Bounds for Reinforcement Learning Problems.

Raghav Bongole, Amaury Gouverneur, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the IEEE Information Theory Workshop, 2025

Refined PAC-Bayes Bounds for Offline Bandits.

Amaury Gouverneur, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the IEEE International Symposium on Information Theory, 2025

An Information-Theoretic Analysis of Thompson Sampling with Infinite Action Spaces.

Amaury Gouverneur, Borja Rodríguez Gálvez, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality.

Raghav Bongole, Amaury Gouverneur, Borja Rodríguez Gálvez, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandits.

Amaury Gouverneur, Borja Rodríguez Gálvez, Tobias J. Oechtering, Mikael Skoglund

CoRR, 2024

Chained Information-Theoretic bounds and Tight Regret Rate for Linear Bandit Problems.

Amaury Gouverneur, Borja Rodríguez Gálvez, Tobias J. Oechtering, Mikael Skoglund

CoRR, 2024

2023

Thompson Sampling Regret Bounds for Contextual Bandits with sub-Gaussian rewards.

Amaury Gouverneur, Borja Rodríguez Gálvez, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Optimal Intermittent Particle Filter.

Antoine Aspeel, Amaury Gouverneur, Raphaël M. Jungers, Benoît Macq

IEEE Trans. Signal Process., 2022

An Information-Theoretic Analysis of Bayesian Reinforcement Learning.

Amaury Gouverneur, Borja Rodríguez Gálvez, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2020

Optimal Measurement Budget Allocation For Particle Filtering.

Antoine Aspeel, Amaury Gouverneur, Raphaël M. Jungers, Benoît Macq

Proceedings of the IEEE International Conference on Image Processing, 2020