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Gorbunov, Eduard Gorbunov

Statistics Math-Net.Ru
Total publications: 4
Scientific articles: 4
Presentations: 4

Number of views:
This page:156
Abstract pages:661
Full texts:53
References:67
Scientific Employee
E-mail:
Website: http://eduardgorbunov.github.io
Keywords: Optimization, stochastic methods, derivative-free optimization, distributed optimization

Subject:

Stochastic optimization, distributed optimization, derivative-free optimization


http://www.mathnet.ru/eng/person130944
http://scholar.google.com/citations?user=85j2RqQAAAAJ&hl=en
List of publications on ZentralBlatt
http://orcid.org/0000-0002-3370-4130
http://www.scopus.com/authid/detail.url?authorId=57207780972
https://www.researchgate.net/profile/Eduard_Gorbunov

Publications in Math-Net.Ru
2019
1. E. Vorontsova, A. V. Gasnikov, E. A. Gorbunov, P. E. Dvurechenskii, “Accelerated gradient-free optimization methods with a non-Euclidean proximal operator”, Avtomat. i Telemekh., 2019, 8,  149–168  mathnet  elib; Autom. Remote Control, 80:8 (2019), 1487–1501  isi  scopus
2. E. A. Vorontsova, A. V. Gasnikov, E. A. Gorbunov, “Accelerated descent along a random direction with non-Euclidean prox-structure”, Avtomat. i Telemekh., 2019, 4,  126–143  mathnet  elib
3. E. A. Gorbunov, E. Vorontsova, A. V. Gasnikov, “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”, Mat. Zametki, 106:1 (2019),  13–23  mathnet  elib; Math. Notes, 106:1 (2019), 11–19  isi  scopus
2018
4. A. V. Gasnikov, E. A. Gorbunov, D. A. Kovalev, A. Mohammed, E. O. Chernousova, “The global rate of convergence for optimal tensor methods in smooth convex optimization”, Computer Research and Modeling, 10:6 (2018),  737–753  mathnet

Presentations in Math-Net.Ru
1. Linearly Converging Error Compensated SGD
(совместно Federated Learning One-World (FLOW), ссылка для регистрации в описании)

E. G. Gorbunov

October 7, 2020 16:00   
2. О сходимости методов типа стохастического градиентного спуска для выпуклых и невыпуклых задач оптимизации
E. G. Gorbunov

July 8, 2020 19:00   
3. An Accelerated Directional Derivative Method for Smooth Stochastic Convex Optimization
E. A. Gorbunov

April 14, 2018 15:30   
4. Accelerated Directional Search with non-euclidian prox-structure
E. A. Gorbunov

October 27, 2017 10:30

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