| Gradient methods for problems with inexact model of the objective FS Stonyakin, D Dvinskikh, P Dvurechensky, A Kroshnin, O Kuznetsova, ... Mathematical Optimization Theory and Operations Research: 18th International …, 2019 | 58 | 2019 |
| Inexact model: A framework for optimization and variational inequalities F Stonyakin, A Tyurin, A Gasnikov, P Dvurechensky, A Agafonov, ... Optimization Methods and Software 36 (6), 1155-1201, 2021 | 47 | 2021 |
| Dual approaches to the minimization of strongly convex functionals with a simple structure under affine constraints AS Anikin, AV Gasnikov, PE Dvurechensky, AI Tyurin, AV Chernov Computational Mathematics and Mathematical Physics 57, 1262-1276, 2017 | 43 | 2017 |
| Permutation compressors for provably faster distributed nonconvex optimization R Szlendak, A Tyurin, P Richtárik In International Conference on Learning Representations. 2022. (ICLR 2022), 2021 | 33 | 2021 |
| EF21-P and Friends: Improved theoretical communication complexity for distributed optimization with bidirectional compression K Gruntkowska, A Tyurin, P Richtárik International Conference on Machine Learning, 11761-11807, 2023 | 23 | 2023 |
| DASHA: Distributed nonconvex optimization with communication compression, optimal oracle complexity, and no client synchronization A Tyurin, P Richtárik In International Conference on Learning Representations. 2023. (ICLR 2023), 2022 | 23 | 2022 |
| Oracle complexity separation in convex optimization A Ivanova, P Dvurechensky, E Vorontsova, D Pasechnyuk, A Gasnikov, ... Journal of Optimization Theory and Applications 193 (1), 462-490, 2022 | 21 | 2022 |
| Inexact relative smoothness and strong convexity for optimization and variational inequalities by inexact model F Stonyakin, A Tyurin, A Gasnikov, P Dvurechensky, A Agafonov, ... arXiv preprint arXiv:2001.09013, 2020 | 19 | 2020 |
| Adaptive gradient descent for convex and non-convex stochastic optimization D Dvinskikh, A Ogaltsov, A Gasnikov, P Dvurechensky, A Tyurin, ... arXiv preprint arXiv:1911.08380, 2019 | 19 | 2019 |
| Inexact model: A framework for optimization and variational inequalities F Stonyakin, A Gasnikov, A Tyurin, D Pasechnyuk, A Agafonov, ... arXiv preprint arXiv:1902.00990, 2019 | 15 | 2019 |
| Mirror version of similar triangles method for constrained optimization problems A Tyurin arXiv preprint arXiv:1705.09809, 2017 | 15 | 2017 |
| Fast gradient descent method for convex optimization problems with an oracle that generates a -model of a function in a requested point A Tyurin, A Gasnikov arXiv preprint arXiv:1711.02747, 2017 | 12 | 2017 |
| Momentum Provably Improves Error Feedback! I Fatkhullin, A Tyurin, P Richtárik Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023 | 11 | 2023 |
| A heuristic adaptive fast gradient method in stochastic optimization problems AV Ogal’tsov, AI Tyurin Computational Mathematics and Mathematical Physics 60, 1108-1115, 2020 | 9 | 2020 |
| Sharper rates and flexible framework for nonconvex SGD with client and data sampling A Tyurin, L Sun, K Burlachenko, P Richtárik Transactions on Machine Learning Research. 2023. (TMLR 2023), 2022 | 5 | 2022 |
| Optimal Time Complexities of Parallel Stochastic Optimization Methods Under a Fixed Computation Model A Tyurin, P Richtárik Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023 | 4 | 2023 |
| A computation and communication efficient method for distributed nonconvex problems in the partial participation setting A Tyurin, P Richtárik Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2022 | 4 | 2022 |
| 2Direction: Theoretically Faster Distributed Training with Bidirectional Communication Compression A Tyurin, P Richtárik Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023 | 3 | 2023 |
| Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity K Gruntkowska, A Tyurin, P Richtárik arXiv preprint arXiv:2402.06412, 2024 | 1 | 2024 |
| Development of a method for solving structural optimization problems A Tyurin arXiv preprint arXiv:2008.13098, 2020 | 1 | 2020 |
Alexander GasnikovMIPTVerified email at mipt.ru
