Concepedia

Ahmed Khaled

AK

Statistics

Publications

8

Citations

248

H-Index

8

Active since

2019

Affiliations

King Abdullah University of Science and Technology(Current)

Ahmed Khaled is an author at King Abdullah University of Science and Technology specializing in computer science, optimization, and stochastic gradient descent.

ORCID

Publications per year

2019–2023

8

Publications

8

First Analysis of Local GD on Heterogeneous Data

Ahmed Khaled, Konstantin Mishchenko, Peter Richtárik · arXiv (Cornell University) · 2019 · 67 citations · Full text

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Better Theory for SGD in the Nonconvex World

Ahmed Khaled, Peter Richtárik · arXiv (Cornell University) · 2020 · 60 citations · Full text

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Tighter Theory for Local SGD on Identical and Heterogeneous Data

Ahmed Khaled, Konstantin Mishchenko, Peter Richtárik · arXiv (Cornell University) · 2019 · 39 citations · Full text

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Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization

Ahmed Khaled, Othmane Sebbouh, Nicolas Loizou et al. · Journal of Optimization Theory and Applications · 2023 · 21 citations

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Better Communication Complexity for Local SGD

Ahmed Khaled, Konstantin Mishchenko, Peter Richtárik · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) · 2019 · 18 citations · Full text

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