| Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy Q Yu, S Li, N Raviv, SM Mousavi Kalan, M Soltanolkotabi, AS Avestimehr The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 387 | 2019 |
| Near-optimal straggler mitigation for distributed gradient methods S Li*, SM Mousavi Kalan*, AS Avestimehr, M Soltanolkotabi, ... 2018 IEEE International Parallel and Distributed Processing Symposium …, 2018 | 108 | 2018 |
| Polynomially coded regression: Optimal straggler mitigation via data encoding S Li, SM Mousavi Kalan, Q Yu, M Soltanolkotabi, AS Avestimehr arXiv preprint arXiv:1805.09934, 2018 | 52 | 2018 |
| Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks SM Mousavi Kalan, Z Fabian, S Avestimehr, M Soltanolkotabi Advances in Neural Information Processing Systems 33, 2020 | 36 | 2020 |
| Fitting relus via sgd and quantized sgd SM Mousavi Kalan, M Soltanolkotabi, AS Avestimehr 2019 IEEE International Symposium on Information Theory (ISIT), 2469-2473, 2019 | 26 | 2019 |
| Lagrange coded computing: optimal design for resiliency, security, and privacy S Avestimehr, M Mousavi Kalan, N Raviv, M Soltanolkotabi, LI Songze, ... US Patent App. 16/893,917, 2020 | 4 | 2020 |
| Fundamental resource trade-offs for encoded distributed optimization AS Avestimehr*, SM Mousavi Kalan*, M Soltanolkotabi*, A order) Information and Inference: A Journal of the IMA 10 (1), 231-260, 2021 | 2 | 2021 |
| Statistical Minimax Lower Bounds for Transfer Learning in Linear Binary Classification SM Mousavi Kalan, M Soltanolkotabi, AS Avestimehr 2022 IEEE International Symposium on Information Theory (ISIT), 282-287, 2022 | 1 | 2022 |
| Distribution-Free Rates in Neyman-Pearson Classification MM Kalan, S Kpotufe arXiv preprint arXiv:2402.09560, 2024 | | 2024 |
| Tight Rates in Supervised Outlier Transfer Learning MM Kalan, S Kpotufe arXiv preprint arXiv:2310.04686, 2023 | | 2023 |
| Fundamental Limits of Transfer Learning in Binary Classifications SM Mousavi Kalan, S Avestimehr, M Soltanolkotabi | | 2021 |
Salman AvestimehrDean's Professor and Director of USC-Amazon Center on Trustworthy AI, USCVerified email at usc.edu
