| Optimal algorithms for multiplayer multi-armed bandits PA Wang, A Proutiere, K Ariu, Y Jedra, A Russo International Conference on Artificial Intelligence and Statistics, 4120-4129, 2020 | 84 | 2020 |
| Optimal best-arm identification in linear bandits Y Jedra, A Proutiere 34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020 | 82 | 2020 |
| Sample complexity lower bounds for linear system identification Y Jedra, A Proutiere 2019 IEEE 58th Conference on Decision and Control (CDC), 2676-2681, 2019 | 51 | 2019 |
| Finite-time identification of stable linear systems optimality of the least-squares estimator Y Jedra, A Proutiere 2020 59th IEEE Conference on Decision and Control (CDC), 996-1001, 2020 | 47 | 2020 |
| Minimal expected regret in linear quadratic control Y Jedra, A Proutiere International Conference on Artificial Intelligence and Statistics, 10234-10321, 2022 | 24 | 2022 |
| Finite-time identification of linear systems: Fundamental limits and optimal algorithms Y Jedra, A Proutiere IEEE Transactions on Automatic Control 68 (5), 2805-2820, 2022 | 15 | 2022 |
| A tutorial on the non-asymptotic theory of system identification I Ziemann, A Tsiamis, B Lee, Y Jedra, N Matni, GJ Pappas 2023 62nd IEEE Conference on Decision and Control (CDC), 8921-8939, 2023 | 14 | 2023 |
| Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandits Approach F Vannella, A Proutiere, Y Jedra, J Jeong IEEE Transactions on Mobile Computing, 2024 | 11 | 2024 |
| Nearly optimal latent state decoding in block mdps Y Jedra, J Lee, A Proutiere, SY Yun International Conference on Artificial Intelligence and Statistics, 2805-2904, 2023 | 10 | 2023 |
| Best policy identification in linear mdps J Taupin, Y Jedra, A Proutiere 2023 59th Annual Allerton Conference on Communication, Control, and …, 2023 | 6 | 2023 |
| Spectral entry-wise matrix estimation for low-rank reinforcement learning S Stojanovic, Y Jedra, A Proutiere Advances in Neural Information Processing Systems 36, 77056-77070, 2023 | 3 | 2023 |
| Best policy identification in discounted linear mdps J Taupin, Y Jedra, A Proutiere Sixteenth European Workshop on Reinforcement Learning, 2023 | 3 | 2023 |
| Constrained deep reinforcement learning for fronthaul compression optimization A Grönland, A Russo, Y Jedra, B Klaiqi, X Gelabert 2024 IEEE International Conference on Machine Learning for Communication and …, 2024 | 2 | 2024 |
| Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery Y Jedra, W Réveillard, S Stojanovic, A Proutiere arXiv preprint arXiv:2402.15739, 2024 | 1 | 2024 |
| Statistical Learning in Linearly Structured Systems: Identification, Control, and Reinforcement Learning Y Jedra KTH Royal Institute of Technology, 2023 | 1 | 2023 |
| Exploiting Observation Bias to Improve Matrix Completion Y Jedra, S Mann, C Park, D Shah arXiv preprint arXiv:2306.04775, 2023 | | 2023 |
| Multi-period portfolio optimization given a priori information on signal dynamics and transactions costs J Yassir | | 2018 |
| Optimal Algorithms for Multiplayer Multi-Armed Bandits (Supplementary Material) PA Wang, A Proutiere, K Ariu, Y Jedra, A Russo | | |
Alexandre ProutiereKTHVerified email at kth.se
