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Ahmed Khaled
Ahmed Khaled
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Tighter Theory for Local SGD on Identical and Heterogeneous Data
A Khaled, K Mishchenko, P Richtárik
AISTATS 2020 (arXiv:1909.04746), 2020
1642020
First Analysis of Local GD on Heterogeneous Data
A Khaled, K Mishchenko, P Richtárik
arXiv preprint arXiv:1909.04715, 2019
822019
Random Reshuffling: Simple Analysis with Vast Improvements
K Mishchenko, A Khaled, P Richtárik
NeurIPS 2020 (arXiv:2006.05988), 2020
372020
Better Theory for SGD in the Nonconvex World
A Khaled, P Richtárik
arXiv preprint arXiv:2002.03329, 2020
312020
Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization
A Khaled, O Sebbouh, N Loizou, RM Gower, P Richtárik
arXiv preprint arXiv:2006.11573, 2020
182020
Gradient Descent with Compressed Iterates
A Khaled, P Richtárik
arXiv preprint arXiv:1909.04716, 2019
162019
Better Communication Complexity for Local SGD
A Khaled, K Mishchenko, P Richtárik
arXiv preprint arXiv:1909.04746v1, 2019
152019
Distributed Fixed Point Methods with Compressed Iterates
S Chraibi, A Khaled, D Kovalev, P Richtárik, A Salim, M Takáč
arXiv preprint arXiv:1912.09925, 2019
112019
Proximal and Federated Random Reshuffling
K Mishchenko, A Khaled, P Richtárik
arXiv preprint arXiv:2102.06704, 2021
92021
Applying fast matrix multiplication to neural networks
A Khaled, AF Atiya, AH Abdel-Gawad
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 1034-1037, 2020
32020
FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning
E Gasanov, A Khaled, S Horváth, P Richtárik
AISTATS 2022 (arXiv:2111.11556), 2021
2021
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