Persons
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
 
Gorbunov, Eduard Gorbunov

Statistics Math-Net.Ru
Total publications: 4
Scientific articles: 4
Presentations: 9

Number of views:
This page:438
Abstract pages:1450
Full texts:263
References:211
Scientific Employee
Candidate of physico-mathematical sciences (2021)
Speciality: 05.13.18 (Mathematical modelling, calculating methods, and the program systems)
E-mail:
Website: https://eduardgorbunov.github.io
Keywords: Optimization, stochastic methods, derivative-free optimization, distributed optimization

Subject:

Stochastic optimization, distributed optimization, derivative-free optimization


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

Publications in Math-Net.Ru Citations
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, no. 8,  149–168  mathnet  elib; Autom. Remote Control, 80:8 (2019), 1487–1501  isi  scopus 7
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, no. 4,  126–143  mathnet  elib 2
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  mathscinet  elib; Math. Notes, 106:1 (2019), 11–19  isi  scopus 6
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 5

Presentations in Math-Net.Ru
1. Обзор современных результатов о сходимости стохастических методов первого порядка для задач гладкой выпуклой оптимизации
E. G. Gorbunov

March 14, 2023 15:00   
2. Методы, использующие градиентный клиппинг, для решения задач стохастической оптимизации и вариационных неравенств с тяжёлым шумом
E. G. Gorbunov

September 9, 2022 18:30   
3. Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity
E. G. Gorbunov

November 17, 2021 17:30   
4. MARINA: Faster Non-Convex Distributed Learning with Compression
E. G. Gorbunov

June 2, 2021 11:10
5. MARINA: Faster Non-Convex Distributed Learning with Compression (совместно Federated Learning One-World (FLOW), ссылка для регистрации в описании)
E. G. Gorbunov

March 10, 2021 16:00   
6. Linearly Converging Error Compensated SGD
(совместно Federated Learning One-World (FLOW), ссылка для регистрации в описании)

E. G. Gorbunov

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

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

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

October 27, 2017 10:30

Organisations
 
  Contact us:
 Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024