Adversarial Attacks on Linear Contextual Bandits E Garcelon, B Roziere, L Meunier, J Tarbouriech, O Teytaud, A Lazaric, ...
Advances in Neural Information Processing Systems 2020 (NeurIPS2020), 2020
64 2020 Local differentially private regret minimization in reinforcement learning E Garcelon, V Perchet, C Pike-Burke, M Pirotta
NeurIPS2021, 2020
51 2020 No-Regret Exploration in Goal-Oriented Reinforcement Learning J Tarbouriech, E Garcelon, M Valko, M Pirotta, A Lazaric
International Conference on Machine Learning 2020 (ICML2020), 2019
48 2019 Conservative exploration in reinforcement learning E Garcelon, M Ghavamzadeh, A Lazaric, M Pirotta
International Conference on Artificial Intelligence and Statistics 2020 …, 2020
32 2020 Improved Algorithms for Conservative Exploration in Bandits E Garcelon, M Ghavamzadeh, A Lazaric, M Pirotta
AAAI2020, 2020
32 2020 Privacy Amplification via Shuffling for Linear Contextual Bandits E Garcelon, K Chaudhuri, V Perchet, M Pirotta
ALT 2022, 2021
24 2021 Salsapicante: a machine learning attack on LWE with binary secrets CY Li, J Sotáková, E Wenger, M Malhou, E Garcelon, F Charton, K Lauter
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023
12 2023 Bandits with side observations: Bounded vs. logarithmic regret R Degenne, E Garcelon, V Perchet
Uncertainty in Artificial Intelligence 2018 (UAI2018), 2018
12 2018 Differentially private exploration in reinforcement learning with linear representation P Luyo, E Garcelon, A Lazaric, M Pirotta
arXiv preprint arXiv:2112.01585, 2021
11 2021 A reduction-based framework for conservative bandits and reinforcement learning Y Yang, T Wu, H Zhong, E Garcelon, M Pirotta, A Lazaric, L Wang, SS Du
arXiv preprint arXiv:2106.11692, 2021
9 * 2021 Encrypted linear contextual bandit E Garcelon, M Pirotta, V Perchet
International Conference on Artificial Intelligence and Statistics, 2519-2551, 2022
7 * 2022 Top E Garcelon, V Avadhanula, A Lazaric, M Pirotta
AISTATS 2022, 2021
7 2021 Conservative Exploration for Policy Optimization via Off-Policy Policy Evaluation P Daoudi, M Formoso, O Gaizi, A Azize, E Garcelon
arXiv preprint arXiv:2312.15458, 2023
2023 Bridging The Gap between Local and Joint Differential Privacy in RL E Garcelon, V Perchet, C Pike-Burke, M Pirotta
Matteo PirottaResearch Scientist, Meta (FAIR)Email được xác minh tại fb.com
