| The statistical complexity of interactive decision making DJ Foster, SM Kakade, J Qian, A Rakhlin arXiv preprint arXiv:2112.13487, 2021 | 178 | 2021 |
| Exploration bonus for regret minimization in discrete and continuous average reward mdps J Qian, R Fruit, M Pirotta, A Lazaric Advances in Neural Information Processing Systems 32, 2019 | 44* | 2019 |
| Importance resampling for off-policy prediction M Schlegel, W Chung, D Graves, J Qian, M White Advances in Neural Information Processing Systems 32, 2019 | 43 | 2019 |
| Towards minimax optimal reinforcement learning in factored markov decision processes Y Tian, J Qian, S Sra Advances in Neural Information Processing Systems 33, 19896-19907, 2020 | 27 | 2020 |
| Concentration inequalities for multinoulli random variables J Qian, R Fruit, M Pirotta, A Lazaric arXiv preprint arXiv:2001.11595, 2020 | 21 | 2020 |
| Model-free reinforcement learning with the decision-estimation coefficient DJ Foster, N Golowich, J Qian, A Rakhlin, A Sekhari Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 20* | 2023 |
| Convex and non-convex optimization under generalized smoothness H Li, J Qian, Y Tian, A Rakhlin, A Jadbabaie Advances in Neural Information Processing Systems 36, 2024 | 14 | 2024 |
| Byzantine-robust federated linear bandits A Jadbabaie, H Li, J Qian, Y Tian 2022 IEEE 61st Conference on Decision and Control (CDC), 5206-5213, 2022 | 14 | 2022 |
| Robust learning under clean-label attack A Blum, S Hanneke, J Qian, H Shao Conference on Learning Theory, 591-634, 2021 | 9 | 2021 |
| Online Estimation via Offline Estimation: An Information-Theoretic Framework DJ Foster, Y Han, J Qian, A Rakhlin arXiv preprint arXiv:2404.10122, 2024 | 3 | 2024 |
| Bridging multiple worlds: multi-marginal optimal transport for causal partial-identification problem Z Gao, S Ge, J Qian arXiv preprint arXiv:2406.07868, 2024 | | 2024 |
| Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff J Qian, H Hu, D Simchi-Levi arXiv preprint arXiv:2405.17796, 2024 | | 2024 |
| The Non-linear -Design and Applications to Interactive Learning A Agarwal, J Qian, A Rakhlin, T Zhang Forty-first International Conference on Machine Learning, 2024 | | 2024 |
Alexander RakhlinProfessor, MITPotvrđena adresa e-pošte na mit.edu
