دنبال کردن
Eduard Gorbunov
Eduard Gorbunov
نام‌های دیگرЭдуард Александрович Горбунов, Eduard A. Gorbunov
Research Scientist, Mohamed bin Zayed University of Artificial Intelligence
ایمیل تأیید شده در mbzuai.ac.ae - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Distributed learning with compressed gradient differences‏
K Mishchenko, E Gorbunov, M Takáč, P Richtárik‏
Optimization Methods and Software, 1-16, 2024‏
2492024
A unified theory of SGD: Variance reduction, sampling, quantization and coordinate descent‏
E Gorbunov, F Hanzely, P Richtárik‏
International Conference on Artificial Intelligence and Statistics, 680-690, 2020‏
1792020
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
1522020
MARINA: Faster non-convex distributed learning with compression‏
E Gorbunov, KP Burlachenko, Z Li, P Richtárik‏
International Conference on Machine Learning, 3788-3798, 2021‏
1342021
Local SGD: Unified theory and new efficient methods‏
E Gorbunov, F Hanzely, P Richtárik‏
International Conference on Artificial Intelligence and Statistics, 3556-3564, 2021‏
1272021
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
1132022
Extragradient method: O (1/k) last-iterate convergence for monotone variational inequalities and connections with cocoercivity‏
E Gorbunov, N Loizou, G Gidel‏
International Conference on Artificial Intelligence and Statistics, 366-402, 2022‏
1022022
Linearly converging error compensated SGD‏
E Gorbunov, D Kovalev, D Makarenko, P Richtárik‏
Advances in Neural Information Processing Systems 33, 20889-20900, 2020‏
912020
Near Optimal Methods for Minimizing Convex Functions with Lipschitz -th Derivatives‏
A Gasnikov, P Dvurechensky, E Gorbunov, E Vorontsova, ...‏
Conference on Learning Theory, 1392-1393, 2019‏
882019
Optimal decentralized distributed algorithms for stochastic convex optimization‏
E Gorbunov, D Dvinskikh, A Gasnikov‏
arXiv preprint arXiv:1911.07363, 2019‏
802019
Optimal tensor methods in smooth convex and uniformly convexoptimization‏
A Gasnikov, P Dvurechensky, E Gorbunov, E Vorontsova, ...‏
Conference on Learning Theory, 1374-1391, 2019‏
79*2019
An accelerated method for derivative-free smooth stochastic convex optimization‏
E Gorbunov, P Dvurechensky, A Gasnikov‏
SIAM Journal on Optimization 32 (2), 1210-1238, 2022‏
73*2022
Stochastic gradient descent-ascent: Unified theory and new efficient methods‏
A Beznosikov, E Gorbunov, H Berard, N Loizou‏
International conference on artificial intelligence and statistics, 172-235, 2023‏
642023
Stochastic three points method for unconstrained smooth minimization‏
EH Bergou, E Gorbunov, P Richtarik‏
SIAM Journal on Optimization 30 (4), 2726-2749, 2020‏
602020
EF21 with bells & whistles: Practical algorithmic extensions of modern error feedback‏
I Fatkhullin, I Sokolov, E Gorbunov, Z Li, P Richtárik‏
arXiv preprint arXiv:2110.03294, 2021‏
572021
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, ...‏
ICML 2023 [arXiv:2302.00999], 2023‏
552023
Last-iterate convergence of optimistic gradient method for monotone variational inequalities‏
E Gorbunov, A Taylor, G Gidel‏
Advances in neural information processing systems 35, 21858-21870, 2022‏
532022
Stochastic extragradient: General analysis and improved rates‏
E Gorbunov, H Berard, G Gidel, N Loizou‏
International Conference on Artificial Intelligence and Statistics, 7865-7901, 2022‏
502022
An accelerated directional derivative method for smooth stochastic convex optimization‏
P Dvurechensky, E Gorbunov, A Gasnikov‏
European Journal of Operational Research 290 (2), 601-621, 2021‏
502021
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
48*2024
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20