| Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach A Fallah, A Mokhtari, A Ozdaglar Advances in Neural Information Processing Systems 33, 2020 | 59* | 2020 |
| On the convergence theory of gradient-based model-agnostic meta-learning algorithms A Fallah, A Mokhtari, A Ozdaglar International Conference on Artificial Intelligence and Statistics, 1082-1092, 2020 | 50 | 2020 |
| Robust accelerated gradient methods for smooth strongly convex functions NS Aybat, A Fallah, M Gurbuzbalaban, A Ozdaglar SIAM Journal on Optimization 30 (1), 717-751, 2020 | 25* | 2020 |
| A Universally Optimal Multistage Accelerated Stochastic Gradient Method NS Aybat, A Fallah, M Gurbuzbalaban, A Ozdaglar Advances in Neural Information Processing Systems, 8523-8534, 2019 | 23 | 2019 |
| Multidimensional Lévy white noise in weighted Besov spaces J Fageot, A Fallah, M Unser Stochastic Processes and their Applications 127 (5), 1599-1621, 2017 | 22 | 2017 |
| Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks A Fallah, M Gurbuzbalaban, A Ozdaglar, U Simsekli, L Zhu arXiv preprint arXiv:1910.08701, 2019 | 8 | 2019 |
| Provably Convergent Policy Gradient Methods for Model-Agnostic Meta-Reinforcement Learning A Fallah, A Mokhtari, A Ozdaglar arXiv preprint arXiv:2002.05135, 2020 | 7 | 2020 |
| An optimal multistage stochastic gradient method for minimax problems A Fallah, A Ozdaglar, S Pattathil 2020 59th IEEE Conference on Decision and Control (CDC), 3573-3579, 2020 | 5 | 2020 |
| Sampling and distortion tradeoffs for indirect source retrieval E Mohammadi, A Fallah, F Marvasti IEEE Transactions on Information Theory 63 (11), 6833-6848, 2017 | 4 | 2017 |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks A Fallah, A Mokhtari, A Ozdaglar arXiv preprint arXiv:2102.03832, 2021 | | 2021 |
| Optimal adaptive testing for epidemic control: combining molecular and serology tests D Acemoglu, A Fallah, A Giometto, D Huttenlocher, A Ozdaglar, F Parise, ... arXiv preprint arXiv:2101.00773, 2021 | | 2021 |
| Entropic Compressibility of L\'evy Processes J Fageot, A Fallah, T Horel arXiv preprint arXiv:2009.10753, 2020 | | 2020 |
| Robust accelerated gradient methods for machine learning A Fallah Massachusetts Institute of Technology, 2019 | | 2019 |
Asuman OzdaglarEECS, MITVerified email at mit.edu
