| Stochastic optimization with heavy-tailed noise via accelerated gradient clipping E Gorbunov, M Danilova, A Gasnikov Advances in Neural Information Processing Systems 33, 15042-15053, 2020 | 146 | 2020 |
| Recent theoretical advances in non-convex optimization M Danilova, P Dvurechensky, A Gasnikov, E Gorbunov, S Guminov, ... High-Dimensional Optimization and Probability: With a View Towards Data …, 2022 | 107 | 2022 |
| High-probability bounds for stochastic optimization and variational inequalities: the case of unbounded variance A Sadiev, M Danilova, E Gorbunov, S Horváth, G Gidel, P Dvurechensky, ... International Conference on Machine Learning, 29563-29648, 2023 | 52 | 2023 |
| Near-optimal high probability complexity bounds for non-smooth stochastic optimization with heavy-tailed noise E Gorbunov, M Danilova, I Shibaev, P Dvurechensky, A Gasnikov arXiv preprint arXiv:2106.05958, 1, 2021 | 47* | 2021 |
| Clipped stochastic methods for variational inequalities with heavy-tailed noise E Gorbunov, M Danilova, D Dobre, P Dvurechenskii, A Gasnikov, G Gidel Advances in Neural Information Processing Systems 35, 31319-31332, 2022 | 31 | 2022 |
| Non-monotone behavior of the heavy ball method M Danilova, A Kulakova, B Polyak Difference Equations and Discrete Dynamical Systems with Applications: 24th …, 2020 | 31* | 2020 |
| Рекультивация нарушенных земель в угольной промышленности АА Харионовский, МЮ Данилова Вестник Научного центра по безопасности работ в угольной промышленности, 72-77, 2017 | 16 | 2017 |
| Оценка влияния на окружающую среду открытого и подземного способов добычи угля АА Харионовский, АР Литвинов, МЮ Данилова, Т Махмуд Вестник научного центра по безопасности работ в угольной промышленности, 113-118, 2016 | 14 | 2016 |
| High-probability convergence for composite and distributed stochastic minimization and variational inequalities with heavy-tailed noise E Gorbunov, A Sadiev, M Danilova, S Horváth, G Gidel, P Dvurechensky, ... arXiv preprint arXiv:2310.01860, 2023 | 11 | 2023 |
| Охрана атмосферы на предприятиях угольной промышленности АА Харионовский, МЮ Данилова Вестник научного центра по безопасности работ в угольной промышленности, 48-52, 2017 | 9 | 2017 |
| Averaged heavy-ball method M Danilova, G Malinovsky arXiv preprint arXiv:2111.05430, 2021 | 5 | 2021 |
| Distributed methods with absolute compression and error compensation M Danilova, E Gorbunov International Conference on Mathematical Optimization Theory and Operations …, 2022 | 4 | 2022 |
| On the Convergence Analysis of Aggregated Heavy-Ball Method M Danilova International Conference on Mathematical Optimization Theory and Operations …, 2022 | 1 | 2022 |
| High probability complexity bounds for non-smooth stochastic optimization with heavy-tailed noise E Gorbunov, M Danilova, I Shibaev, P Dvurechensky, A Gasnikov arXiv preprint arXiv:2106.05958, 2021 | 1 | 2021 |
| High-Probability Complexity Bounds for Non-smooth Stochastic Convex Optimization with Heavy-Tailed Noise E Gorbunov, M Danilova, I Shibaev, P Dvurechensky, A Gasnikov Journal of Optimization Theory and Applications, 1-60, 2024 | | 2024 |
| Algorithms with gradient clipping for stochastic optimization with heavy-tailed noise M Danilova Doklady Mathematics 108 (Suppl 2), S248-S256, 2023 | | 2023 |
Eduard GorbunovResearch Scientist, Mohamed bin Zayed University of Artificial Intelligencembzuai.ac.ae의 이메일 확인됨
