| On biased compression for distributed learning A Beznosikov, S Horváth, P Richtárik, M Safaryan NeurIPS 2020, Workshop on Scalability, Privacy, and Security in Federated …, 2020 | 86 | 2020 |
| Decentralized distributed optimization for saddle point problems A Rogozin, A Beznosikov, D Dvinskikh, D Kovalev, P Dvurechensky, ... arXiv preprint arXiv:2102.07758, 2021 | 31 | 2021 |
| Derivative-free method for composite optimization with applications to decentralized distributed optimization A Beznosikov, E Gorbunov, A Gasnikov IFAC-PapersOnLine 53 (2), 4038-4043, 2020 | 31* | 2020 |
| Recent theoretical advances in decentralized distributed convex optimization E Gorbunov, A Rogozin, A Beznosikov, D Dvinskikh, A Gasnikov High-Dimensional Optimization and Probability: With a View Towards Data …, 2022 | 28 | 2022 |
| Distributed Saddle-Point Problems: Lower Bounds, Optimal and Robust Algorithms A Beznosikov, V Samokhin, A Gasnikov arXiv preprint arXiv:2010.13112, 2021 | 27* | 2021 |
| Gradient-free methods with inexact oracle for convex-concave stochastic saddle-point problem A Beznosikov, A Sadiev, A Gasnikov Mathematical Optimization Theory and Operations Research: 19th International …, 2020 | 22 | 2020 |
| Solving smooth min-min and min-max problems by mixed oracle algorithms E Gladin, A Sadiev, A Gasnikov, P Dvurechensky, A Beznosikov, ... Mathematical Optimization Theory and Operations Research: Recent Trends …, 2021 | 20 | 2021 |
| Decentralized local stochastic extra-gradient for variational inequalities A Beznosikov, P Dvurechensky, A Koloskova, V Samokhin, SU Stich, ... arXiv preprint arXiv:2106.08315, 2021 | 19 | 2021 |
| Distributed saddle-point problems under data similarity A Beznosikov, G Scutari, A Rogozin, A Gasnikov Advances in Neural Information Processing Systems 34, 8172-8184, 2021 | 15 | 2021 |
| Zeroth-order algorithms for smooth saddle-point problems A Sadiev, A Beznosikov, P Dvurechensky, A Gasnikov Mathematical Optimization Theory and Operations Research: Recent Trends …, 2021 | 15 | 2021 |
| Stochastic gradient descent-ascent: Unified theory and new efficient methods A Beznosikov, E Gorbunov, H Berard, N Loizou arXiv preprint arXiv:2202.07262, 2022 | 13 | 2022 |
| Optimal algorithms for decentralized stochastic variational inequalities D Kovalev, A Beznosikov, A Sadiev, M Persiianov, P Richtárik, ... arXiv preprint arXiv:2202.02771, 2022 | 12 | 2022 |
| Optimal gradient sliding and its application to optimal distributed optimization under similarity D Kovalev, A Beznosikov, ED Borodich, A Gasnikov, G Scutari Advances in Neural Information Processing Systems, 2022 | 7* | 2022 |
| Near-optimal decentralized algorithms for saddle point problems over time-varying networks A Beznosikov, A Rogozin, D Kovalev, A Gasnikov Optimization and Applications: 12th International Conference, OPTIMA 2021 …, 2021 | 7 | 2021 |
| The power of first-order smooth optimization for black-box non-smooth problems BG Alexander Gasnikov, Anton Novitskii, Vasilii Novitskii, Farshed ... International Conference on Machine Learning, 7241-7265, 2022 | 5* | 2022 |
| Decentralized personalized federated min-max problems E Borodich, A Beznosikov, A Sadiev, V Sushko, N Savelyev, M Takáč, ... arXiv preprint arXiv:2106.07289, 2021 | 5* | 2021 |
| Smooth Monotone Stochastic Variational Inequalities and Saddle Point Problems--Survey A Beznosikov, B Polyak, E Gorbunov, D Kovalev, A Gasnikov arXiv preprint arXiv:2208.13592, 2022 | 4 | 2022 |
| Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes A Sadiev, E Borodich, A Beznosikov, D Dvinskikh, S Chezhegov, ... EURO Journal on Computational Optimization 10, 100041, 2022 | 4* | 2022 |
| Distributed methods with compressed communication for solving variational inequalities, with theoretical guarantees A Beznosikov, P Richtárik, M Diskin, M Ryabinin, A Gasnikov arXiv preprint arXiv:2110.03313, 2021 | 4 | 2021 |
| One-point gradient-free methods for composite optimization with applications to distributed optimization I Stepanov, A Voronov, A Beznosikov, A Gasnikov arXiv preprint arXiv:2107.05951, 2021 | 4 | 2021 |
Alexander GasnikovMIPTVerified email at mipt.ru
