Dmitry Kovalev
King Abdullah University of Science and Technology
H-index: 21
Asia-Saudi Arabia
Top articles of Dmitry Kovalev
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
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 |
Decentralized convex optimization on time-varying networks with application to Wasserstein barycenters | Computational Management Science | Olga Yufereva Michael Persiianov Pavel Dvurechensky Alexander Gasnikov Dmitry Kovalev | 2024/6 |
Decentralized saddle-point problems with different constants of strong convexity and strong concavity | Computational Management Science | Dmitry Metelev Alexander Rogozin Alexander Gasnikov Dmitry Kovalev | 2024/6 |
Decentralized Convex Optimization over Time-Varying Graphs | Alexander Rogozin Alexander Gasnikov Aleksander Beznosikov Dmitry Kovalev | 2023/6/27 | |
Smooth monotone stochastic variational inequalities and saddle point problems: A survey | European Mathematical Society Magazine | Aleksandr Beznosikov Boris Polyak Eduard Gorbunov Dmitry Kovalev Alexander Gasnikov | 2023/3/22 |
Stochastic distributed learning with gradient quantization and double-variance reduction | Optimization Methods and Software | Samuel Horváth Dmitry Kovalev Konstantin Mishchenko Peter Richtárik Sebastian Stich | 2023/1/2 |
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 |
On accelerated methods for saddle-point problems with composite structure | YD Tominin VD Tominin ED Borodich DA Kovalev PE Dvurechensky | 2023 | |
Optimal Algorithm with Complexity Separation for Strongly Convex-Strongly Concave Composite Saddle Point Problems | arXiv preprint arXiv:2307.12946 | Ekaterina Borodich Georgiy Kormakov Dmitry Kovalev Aleksandr Beznosikov Alexander Gasnikov | 2023/7/24 |
Is consensus acceleration possible in decentralized optimization over slowly time-varying networks? | Dmitry Metelev Alexander Rogozin Dmitry Kovalev Alexander Gasnikov | 2023/7/3 | |
Communication acceleration of local gradient methods via an accelerated primal-dual algorithm with an inexact prox | Advances in Neural Information Processing Systems | Abdurakhmon Sadiev Dmitry Kovalev Peter Richtárik | 2022/12/6 |
On scaled methods for saddle point problems | arXiv preprint arXiv:2206.08303 | Aleksandr Beznosikov Aibek Alanov Dmitry Kovalev Martin Takáč Alexander Gasnikov | 2022/6/16 |
Optimal gradient sliding and its application to optimal distributed optimization under similarity | Advances in Neural Information Processing Systems | Dmitry Kovalev Aleksandr Beznosikov Ekaterina Borodich Alexander Gasnikov Gesualdo Scutari | 2022/12/6 |
An optimal algorithm for strongly convex minimization under affine constraints | Adil Salim Laurent Condat Dmitry Kovalev Peter Richtárik | 2022/5/3 | |
The first optimal acceleration of high-order methods in smooth convex optimization | Advances in Neural Information Processing Systems | Dmitry Kovalev Alexander Gasnikov | 2022/12/6 |
Accelerated variance-reduced methods for saddle-point problems | EURO Journal on Computational Optimization | Ekaterina Borodich Vladislav Tominin Yaroslav Tominin Dmitry Kovalev Alexander Gasnikov | 2022/1/1 |
The first optimal algorithm for smooth and strongly-convex-strongly-concave minimax optimization | Advances in Neural Information Processing Systems | Dmitry Kovalev Alexander Gasnikov | 2022/12/6 |
Optimal Algorithms for Affinely Constrained, Distributed, Decentralized, Minimax, and High-Order Optimization Problems | Dmitry Kovalev | 2022 | |
Optimal algorithms for decentralized stochastic variational inequalities | Advances in Neural Information Processing Systems | Dmitry Kovalev Aleksandr Beznosikov Abdurakhmon Sadiev Michael Persiianov Peter Richtárik | 2022/12/6 |
Co-Authors
