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Mobirise

Biography

I am a first year student of master's program at Moscow Institute of Physics and Technology, Phystech School of Applied Mathematics and Informatics. I work under supervision of professor Alexander Gasnikov.  My research interests include Stochastic Optimization, Distibuted Optimization and their applications to Machine and Deep Learning.

My contacts

Email №1:

anbeznosikov@gmail.com

Email №2:

beznosikov.an@phystech.edu

Computer skills:

Operating systems:
Microsoft Windows, Linux, Mac OSX
Programming languages:
Python, LaTeX, C, C#, SQL

Languages:

Russian (native)
English (upper intermediate) 

Interests:

Basketball:
Candidate Master of Sports in Russia

Education

Sep 2020 - Now

MSc at Moscow Institute of Physics and Technology

Phystech School of Applied Mathematics and Informatics/Department of Control and Applied Mathematics

Sep 2016 - Aug 2020

BSc at Moscow Institute of Physics and Technology

Phystech School of Applied Mathematics and Informatics/Department of Control and Applied Mathematics

Thesis (in Russian): Distributed decentralized gradient-free methods for solving non-smooth stochastic convex optimization problems

Advisor: Alexander Gasnikov 

Work Experience

Sep 2017 - Now

Moscow Institute of Physics and Technology

Teaching assistant for the following courses: Stochastic Process, Probability Theory, Discrete Analysis, Databases.

Feb 2021 - Now

MADE: Big Data Academy Mail.Ru group

Teaching assistant.

Feb 2021 - Now

International Laboratory of Stochastic Algorithms and High-Dimensional Inference

Research assistant. Heads: Eric Moulines, Alexey Naumov.

Mar 2021 - Now

Laboratory of Advanced Combinatorics and
Network Applications

Junior Researcher. Head: Andrei Raigorodskii.

Jul 2021 - Now                         

Yandex Research

Research intern in the Yandex Research team.

Current posts

Mobirise

New paper out

"Distributed Saddle-Point Problems Under Similarity" - joint work with Gesualdo Scutari, Alexander Rogozin and Alexander Gasnikov.

Jul 22, 2021

Mobirise

New paper out

"Decentralized and Personalized Federated Learning" - Abdurakhmon Sadiev, Darina Dvinskikh and Alexander Gasnikov.

Jul 15, 2021

Mobirise

New paper out

"Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks" - joint work with Alexander Rogozin, Dmitry Kovalev and Alexander Gasnikov.

Jul 13, 2021

Mobirise

New paper out

"One-Point Gradient-Free Methods for Composite Optimization with Applications to Distributed Optimization" - joint work with Ivan Stepanov, Artyom Voronov and Alexander Gasnikov.

This is my students' semester project! I am very glad they did it! That's not all! There will be more projects from my students!

This is a draft version! Work in progress!

Jul 13, 2021

Mobirise

Join Yandex Research team

It is my pleasure to join Yandex Research as a research intern!

Jul 12, 2021

Current publications

Distributed Saddle-Point Problems Under Similarity


July 2021

Decentralized and Personalized Federated Learning


July 2021

Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks


July 2021

One-Point Gradient-Free Methods for Composite Optimization with Applications to Distributed Optimization

Ivan Stepanov, Artyom Voronov, Aleksandr Beznosikov, Alexander Gasnikov

July 2021

Decentralized Local Stochastic Extra-Gradient for Variational Inequalities


June 2021

© 2020-2021 Aleksandr Beznosikov