Aleksandr Beznosikov
Moscow Institute of Physics and Technology
H-index: 14
Europe-Russia
Top articles of Aleksandr Beznosikov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases | Ruslan Nazykov Aleksandr Shestakov Vladimir Solodkin Aleksandr Beznosikov Gauthier Gidel | 2024/4/18 | |
Similarity, compression and local steps: three pillars of efficient communications for distributed variational inequalities | Advances in Neural Information Processing Systems | Aleksandr Beznosikov Martin Takác Alexander Gasnikov | 2024/2/13 |
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning | arXiv preprint arXiv:2404.03323 | Andrei Semenov Vladimir Ivanov Aleksandr Beznosikov Alexander Gasnikov | 2024/4/4 |
Decentralized Finite-Sum Optimization over Time-Varying Networks | arXiv preprint arXiv:2402.02490 | Dmitry Metelev Savelii Chezhegov Alexander Rogozin Dmitry Kovalev Aleksandr Beznosikov | 2024/2/4 |
Preconditioning meets biased compression for efficient distributed optimization | Computational Management Science | Vitali Pirau Aleksandr Beznosikov Martin Takáč Vladislav Matyukhin Alexander Gasnikov | 2024/6 |
Activations and gradients compression for model-parallel training | arXiv preprint arXiv:2401.07788 | Mikhail Rudakov Aleksandr Beznosikov Yaroslav Kholodov Alexander Gasnikov | 2024/1/15 |
Extragradient Sliding for Composite Non-Monotone Variational Inequalities | arXiv preprint arXiv:2403.14981 | Roman Emelyanov Andrey Tikhomirov Aleksandr Beznosikov Alexander Gasnikov | 2024/3/22 |
Optimal analysis of method with batching for monotone stochastic finite-sum variational inequalities | arXiv preprint arXiv:2401.07858 | Alexander Pichugin Maksim Pechin Aleksandr Beznosikov Alexander Gasnikov | 2024/1/15 |
Decentralized optimization over slowly time-varying graphs: algorithms and lower bounds | Computational Management Science | Dmitry Metelev Aleksandr Beznosikov Alexander Rogozin Alexander Gasnikov Anton Proskurnikov | 2024/1/1 |
Stochastic gradient methods with preconditioned updates | Journal of Optimization Theory and Applications | Abdurakhmon Sadiev Aleksandr Beznosikov Abdulla Jasem Almansoori Dmitry Kamzolov Rachael Tappenden | 2024/3/20 |
Accelerated Methods with Compression for Horizontal and Vertical Federated Learning | arXiv preprint arXiv:2404.13328 | Sergey Stanko Timur Karimullin Aleksandr Beznosikov Alexander Gasnikov | 2024/4/20 |
Decentralized saddle point problems via non-Euclidean mirror prox | Optimization Methods and Software | Alexander Rogozin Aleksandr Beznosikov Darina Dvinskikh Dmitry Kovalev Pavel Dvurechensky | 2024/1/12 |
First order methods with markovian noise: from acceleration to variational inequalities | Aleksandr Beznosikov Sergey Samsonov Marina Sheshukova Alexander Gasnikov Alexey Naumov | 2023 | |
Random-reshuffled SARAH does not need full gradient computations | Optimization Letters | Aleksandr Beznosikov Martin Takáč | 2023/12/11 |
SARAH-based Variance-reduced Algorithm for Stochastic Finite-sum Cocoercive Variational Inequalities | Aleksandr Beznosikov Alexander Gasnikov | 2023/5/4 | |
Ito Diffusion Approximation of Universal Ito Chains for Sampling, Optimization and Boosting | arXiv preprint arXiv:2310.06081 | Aleksei Ustimenko Aleksandr Beznosikov | 2023/10/9 |
Optimal data splitting in distributed optimization for machine learning | Doklady Mathematics | Daniil Medyakov Gleb Molodtsov Aleksandr Beznosikov Alexander Gasnikov | 2023/12 |
Sarah frank-wolfe: Methods for constrained optimization with best rates and practical features | arXiv preprint arXiv:2304.11737 | Aleksandr Beznosikov David Dobre Gauthier Gidel | 2023/4/23 |
On biased compression for distributed learning | Journal of Machine Learning Research (JMLR), 2023 | Aleksandr Beznosikov Samuel Horváth Peter Richtárik Mher Safaryan | 2020/2/27 |
Non-smooth setting of stochastic decentralized convex optimization problem over time-varying graphs | Computational Management Science | Aleksandr Lobanov Andrew Veprikov Georgiy Konin Aleksandr Beznosikov Alexander Gasnikov | 2023/12 |
Co-Authors
