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Alexander Tyurin — most-cited papers & profile · Federated Learning
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Alexander Tyurin
6
papers ·
2
citations
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Most-cited papers
DASHA: Distributed Nonconvex Optimization with Communication Compression, Optimal Oracle Complexity, and No Client Synchronization
2022 · 2 citations
Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction
2025
Tighter Performance Theory of FedExProx
2024
A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting
2022
Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling
2022
Top co-authors
Peter Richt\'arik
· 3
Kaja Gruntkowska
· 1
Konstantin Burlachenko
· 1
Lukang Sun
· 1
Peter Richtárik
· 1
Wojciech Anyszka
· 1
Topics
Optimization
Federated Learning
Communication
Data Heterogeneity