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Ahmed Khaled
Ahmed Khaled
Princeton University
Подтвержден адрес электронной почты в домене princeton.edu - Главная страница
Название
Процитировано
Процитировано
Год
Tighter Theory for Local SGD on Identical and Heterogeneous Data
A Khaled, K Mishchenko, P Richtárik
AISTATS 2020 (arXiv:1909.04746), 2020
2542020
First analysis of local GD on heterogeneous data
A Khaled, K Mishchenko, P Richtárik
arXiv preprint arXiv:1909.04715, 2019
1092019
Better theory for SGD in the nonconvex world
A Khaled, P Richtárik
arXiv preprint arXiv:2002.03329, 2020
602020
Random Reshuffling: Simple Analysis with Vast Improvements
K Mishchenko, A Khaled, P Richtárik
NeurIPS 2020 (arXiv:2006.05988), 2020
582020
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
252020
Better Communication Complexity for Local SGD
A Khaled, K Mishchenko, P Richtárik
arXiv preprint arXiv:1909.04746v1, 2019
212019
Gradient descent with compressed iterates
A Khaled, P Richtárik
arXiv preprint arXiv:1909.04716, 2019
202019
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
182019
Proximal and federated random reshuffling
K Mishchenko, A Khaled, P Richtárik
International Conference on Machine Learning, 15718-15749, 2022
172022
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
62021
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
42020
Faster federated optimization under second-order similarity
A Khaled, C Jin
arXiv preprint arXiv:2209.02257, 2022
2022
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