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Ahmed Khaled
5
papers ·
90
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
First Analysis of Local GD on Heterogeneous Data
2019 · 67 citations
Gradient Descent with Compressed Iterates
2019 · 12 citations
Distributed Fixed Point Methods with Compressed Iterates
2019 · 6 citations
Proximal and Federated Random Reshuffling
2021 · 4 citations
FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning
2021 · 1 citations
Top co-authors
Peter Richtárik
· 5
Konstantin Mishchenko
· 2
Adil Salim
· 1
Dmitry Kovalev
· 1
Elnur Gasanov
· 1
Martin Takáč
· 1
Samuel Horvath
· 1
Sélim Chraibi
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy
Ahmed Khaled — most-cited papers & profile · Federated Learning