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Igor Sokolov — most-cited papers & profile · Federated Learning
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Igor Sokolov
7
papers ·
32
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Optimization Algorithms with Random Reshuffling and Gradient Compression
2022 · 2 citations
Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning
2024
MARINA-P: Superior Performance in Non-smooth Federated Optimization with Adaptive Stepsizes
2024
Top co-authors
Peter Richt\'arik
· 2
Abdurakhmon Sadiev
· 1
Ahmed Khaled
· 1
Eduard Gorbunov
· 1
Grigory Malinovsky
· 1
Kai Yi
· 1
Konstantin Burlachenko
· 1
Peter Richtarik
· 1
Timur Kharisov
· 1
Topics
Federated Learning
Communication
Optimization