| SIC-MMAB: synchronisation involves communication in multiplayer multi-armed bandits E Boursier, V Perchet Advances in Neural Information Processing Systems, 12071-12080, 2019 | 114 | 2019 |
| A practical algorithm for multiplayer bandits when arm means vary among players E Boursier, E Kaufmann, A Mehrabian, V Perchet 23rd International Conference on Artificial Intelligence and Statistics, 2019 | 81* | 2019 |
| Gradient flow dynamics of shallow relu networks for square loss and orthogonal inputs E Boursier, L Pillaud-Vivien, N Flammarion Advances in Neural Information Processing Systems 35, 20105-20118, 2022 | 65 | 2022 |
| Statistical efficiency of thompson sampling for combinatorial semi-bandits P Perrault, E Boursier, M Valko, V Perchet Advances in Neural Information Processing Systems 33, 5429-5440, 2020 | 47 | 2020 |
| Decentralized Learning in Online Queuing Systems F Sentenac, E Boursier, V Perchet Advances in Neural Information Processing Systems 34, 18501-18512, 2021 | 28 | 2021 |
| Selfish robustness and equilibria in multi-player bandits E Boursier, V Perchet Conference on Learning Theory, 530-581, 2020 | 26 | 2020 |
| Plato: approximate analytics over compressed time series with tight deterministic error guarantees C Lin, E Boursier, Y Papakonstantinou Proceedings of the VLDB Endowment 13 (7), 1105-1118, 2020 | 24* | 2020 |
| Penalising the biases in norm regularisation enforces sparsity E Boursier, N Flammarion Advances in Neural Information Processing Systems 36, 57795-57824, 2023 | 15 | 2023 |
| Trace norm regularization for multi-task learning with scarce data E Boursier, M Konobeev, N Flammarion Conference on Learning Theory, 1303-1327, 2022 | 13 | 2022 |
| Utility/Privacy Trade-off through the lens of Optimal Transport E Boursier, V Perchet International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019 | 11* | 2019 |
| A Survey on Multi-player Bandits E Boursier, V Perchet Journal of Machine Learning Research 25 (137), 1-45, 2024 | 10 | 2024 |
| Early alignment in two-layer networks training is a two-edged sword E Boursier, N Flammarion arXiv preprint arXiv:2401.10791, 2024 | 8 | 2024 |
| Efficient approximate query answering over sensor data with deterministic error guarantees J Brito, K Demirkaya, B Etienne, Y Katsis, C Lin, Y Papakonstantinou arXiv preprint arXiv:1707.01414, 2017 | 8 | 2017 |
| First-order ANIL provably learns representations despite overparametrisation OK Yüksel, E Boursier, N Flammarion The Twelfth International Conference on Learning Representations, 2024 | 5* | 2024 |
| Incentivized Learning in Principal-Agent Bandit Games A Scheid, D Tiapkin, E Boursier, A Capitaine, EME Mhamdi, É Moulines, ... arXiv preprint arXiv:2403.03811, 2024 | 4 | 2024 |
| Social Learning in Non-Stationary Environments E Boursier, V Perchet, M Scarsini International Conference on Algorithmic Learning Theory, 128-129, 2022 | 4* | 2022 |
| Making the most of your day: online learning for optimal allocation of time E Boursier, T Garrec, V Perchet, M Scarsini Advances in Neural Information Processing Systems 34, 11208-11219, 2021 | 3 | 2021 |
| Optimal Design for Reward Modeling in RLHF A Scheid, E Boursier, A Durmus, MI Jordan, P Ménard, E Moulines, ... arXiv preprint arXiv:2410.17055, 2024 | 1 | 2024 |
| Constant or Logarithmic Regret in Asynchronous Multiplayer Bandits with Limited Communication H Richard, E Boursier, V Perchet International Conference on Artificial Intelligence and Statistics, 388-396, 2024 | 1* | 2024 |
| Simplicity bias and optimization threshold in two-layer ReLU networks E Boursier, N Flammarion arXiv preprint arXiv:2410.02348, 2024 | | 2024 |
Vianney PerchetCrest, ENSAE & Criteo AI LabVerified email at normalesup.org
