Eduard Gorbunov
Eduard Gorbunov
Подтвержден адрес электронной почты в домене phystech.edu - Главная страница
Название
Процитировано
Процитировано
Год
The global rate of convergence for optimal tensor methods in smooth convex optimization
A Gasnikov, P Dvurechensky, E Gorbunov, E Vorontsova, ...
arXiv preprint arXiv:1809.00382, 2018
22*2018
An accelerated method for derivative-free smooth stochastic convex optimization
E Gorbunov, P Dvurechensky, A Gasnikov
arXiv preprint arXiv:1802.09022, 2018
20*2018
Accelerated directional search with non-Euclidean prox-structure
EA Vorontsova, AV Gasnikov, EA Gorbunov
Automation and Remote Control 80 (4), 693-707, 2019
15*2019
Distributed learning with compressed gradient differences
K Mishchenko, E Gorbunov, M Takáč, P Richtárik
arXiv preprint arXiv:1901.09269, 2019
152019
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
102019
A unified theory of sgd: Variance reduction, sampling, quantization and coordinate descent
E Gorbunov, F Hanzely, P Richtárik
The 23rd International Conference on Artificial Intelligence and Statistics …, 2019
92019
An Accelerated Directional Derivative Method for Smooth Stochastic Convex Optimization
EG Pavel Dvurechensky, Alexander Gasnikov
arXiv preprint arXiv:1804.02394, 2018
82018
Optimal decentralized distributed algorithms for stochastic convex optimization
E Gorbunov, D Dvinskikh, A Gasnikov
arXiv preprint arXiv:1911.07363, 2019
72019
On Primal and Dual Approaches for Distributed Stochastic Convex Optimization over Networks
D Dvinskikh, E Gorbunov, A Gasnikov, P Dvurechensky, CA Uribe
2019 IEEE 58th Conference on Decision and Control (CDC), 7435-7440, 2019
5*2019
Stochastic spectral and conjugate descent methods
D Kovalev, P Richtarik, E Gorbunov, E Gasanov
Advances in Neural Information Processing Systems, 3358-3367, 2018
52018
Stochastic three points method for unconstrained smooth minimization
EH Bergou, E Gorbunov, P Richtarik
arXiv preprint arXiv:1902.03591, 2019
4*2019
On the Upper Bound for the Expectation of the Norm of a Vector Uniformly Distributed on the Sphere and the Phenomenon of Concentration of Uniform Measure on the Sphere
EA Gorbunov, EA Vorontsova, AV Gasnikov
Matematicheskie Zametki 106 (1), 13-23, 2019
3*2019
Derivative-Free Method For Decentralized Distributed Non-Smooth Optimization
A Beznosikov, E Gorbunov, A Gasnikov
arXiv preprint arXiv:1911.10645, 2019
22019
A stochastic derivative free optimization method with momentum
E Gorbunov, A Bibi, O Sener, EH Bergou, P Richtárik
8th International Conference on Learning Representations (ICLR 2020) [arXiv …, 2019
12019
Reachability of optimal convergence rate estimates for high-order numerical convex optimization methods
AV Gasnikov, EA Gorbunov, DA Kovalev, AAM Mokhammed, ...
Doklady Mathematics 99 (1), 91-94, 2019
12019
Обоснование гипотезы об оптимальных оценках скорости сходимости численных методов выпуклой оптимизации высоких порядков
АВ Гасников, ЭА Горбунов, ДА Ковалёв, ААМ Мохаммед, ...
Компьютерные исследования и моделирование 10 (6), 737-753, 2018
12018
Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping
E Gorbunov, M Danilova, A Gasnikov
arXiv preprint arXiv:2005.10785, 2020
2020
Accelerated Gradient-Free Optimization Methods with a Non-Euclidean Proximal Operator
EA Vorontsova, AV Gasnikov, EA Gorbunov, PE Dvurechenskii
Automation and Remote Control 80 (8), 1487-1501, 2019
2019
Lecture Notes on Stochastic Processes
A Gasnikov, E Gorbunov, S Guz, E Chernousova, M Shirobokov, ...
arXiv preprint arXiv:1907.01060, 2019
2019
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