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Konstantin Mishchenko — most-cited papers & profile · Federated Learning
← authors
·
overview
Konstantin Mishchenko
7
papers ·
99
citations ·
16
h-index
MIREA - Russian Technological University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
First Analysis of Local GD on Heterogeneous Data
2019 · 67 citations
ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!
2022 · 10 citations
Proximal and Federated Random Reshuffling
2021 · 4 citations
Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity
2023 · 1 citations
Server-Side Stepsizes and Sampling Without Replacement Provably Help in Federated Optimization
2022
Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes
2023
Top co-authors
Peter Richtarik
· 4
Ahmed Khaled
· 2
Grigory Malinovsky
· 2
Eduard Gorbunov
· 1
Peter Richt\'arik
· 1
Rustem Islamov
· 1
Samuel Horv\'ath
· 1
Sebastian U. Stich
· 1
Slavom\'ir Hanzely
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Communication