Eduard Gorbunov
Eduard Gorbunov
Подтвержден адрес электронной почты в домене phystech.edu - Главная страница
НазваниеПроцитированоГод
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
An accelerated method for derivative-free smooth stochastic convex optimization
E Gorbunov, P Dvurechensky, A Gasnikov
arXiv preprint arXiv:1802.09022, 2018
12*2018
Distributed learning with compressed gradient differences
K Mishchenko, E Gorbunov, M Takáč, P Richtárik
arXiv preprint arXiv:1901.09269, 2019
82019
An Accelerated Directional Derivative Method for Smooth Stochastic Convex Optimization
EG Pavel Dvurechensky, Alexander Gasnikov
arXiv preprint arXiv:1804.02394, 2018
42018
Stochastic Three Points Method for Unconstrained Smooth Minimization
EH Bergou, E Gorbunov, P Richtárik
arXiv preprint arXiv:1902.03591, 2019
3*2019
On the upper bound for the mathematical 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, E Vorontsova, AV Gasnikov
Matematicheskie Zametki 106 (1), 13-23, 2019
32019
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
12019
A Stochastic Derivative Free Optimization Method with Momentum
E Gorbunov, A Bibi, O Sener, EH Bergou, P Richtárik
arXiv preprint arXiv:1905.13278, 2019
12019
On Dual Approach for Distributed Stochastic Convex Optimization over Networks
D Dvinskikh, E Gorbunov, A Gasnikov, P Dvurechensky, CA Uribe
arXiv preprint arXiv:1903.09844, 2019
12019
Optimal Tensor Methods in Smooth Convex and Uniformly Convex Optimization
A Gasnikov, P Dvurechensky, E Gorbunov, E Vorontsova, ...
12019
Stochastic spectral and conjugate descent methods
D Kovalev, P Richtarik, E Gorbunov, E Gasanov
Advances in Neural Information Processing Systems, 3358-3367, 2018
12018
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
A Unified Theory of SGD: Variance Reduction, Sampling, Quantization and Coordinate Descent
E Gorbunov, F Hanzely, P Richtárik
arXiv preprint arXiv:1905.11261, 2019
2019
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
2019
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
2018
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