Ahmed Khaled
Cairo University
H-index: 11
Africa-Egypt
Top articles of Ahmed Khaled
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
Directional Smoothness and Gradient Methods: Convergence and Adaptivity | arXiv preprint arXiv:2403.04081 | Aaron Mishkin Ahmed Khaled Yuanhao Wang Aaron Defazio Robert M Gower | 2024/3/6 |
Tuning-Free Stochastic Optimization | arXiv preprint arXiv:2402.07793 | Ahmed Khaled Chi Jin | 2024/2/12 |
A novel analysis of gradient descent under directional smoothness | Aaron Mishkin Ahmed Khaled Aaron Defazio Robert M Gower | 2023/12/13 | |
DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method | NeurIPS 2023 | Ahmed Khaled Konstantin Mishchenko Chi Jin | 2023/5/25 |
Federated optimization algorithms with random reshuffling and gradient compression | arXiv preprint arXiv:2206.07021 | Abdurakhmon Sadiev Grigory Malinovsky Eduard Gorbunov Igor Sokolov Ahmed Khaled | 2022/6/14 |
Faster federated optimization under second-order similarity | ICLR 2023 | Ahmed Khaled Chi Jin | 2022/9/6 |
Proximal and federated random reshuffling | Konstantin Mishchenko Ahmed Khaled Peter Richtárik | 2022/6/28 | |
FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning | AISTATS 2022 (arXiv:2111.11556) | Elnur Gasanov Ahmed Khaled Samuel Horváth Peter Richtárik | 2021/11/22 |
Better theory for SGD in the nonconvex world | TMLR | Ahmed Khaled Peter Richtárik | 2020/2/9 |
Tighter Theory for Local SGD on Identical and Heterogeneous Data | Ahmed Khaled Konstantin Mishchenko Peter Richtárik | 2020/1/21 | |
Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization | Journal of Optimization Theory and Applications | Ahmed Khaled Othmane Sebbouh Nicolas Loizou Robert M Gower Peter Richtárik | 2023/11 |
Random Reshuffling: Simple Analysis with Vast Improvements | Advances in Neural Information Processing Systems 33 | Konstantin Mishchenko Ahmed Khaled Peter Richtárik | 2020/6/10 |
Applying fast matrix multiplication to neural networks | Ahmed Khaled Amir F Atiya Ahmed H Abdel-Gawad | 2020/3/30 |