Scholar
Ahmed Khaled
Google Scholar ID: Bc3wOdsAAAAJ
Princeton University
Optimization
Federated Learning
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Citations & Impact
All-time
Citations
1,703
H-index
15
i10-index
17
Publications
19
Co-authors
20
list available
Contact
Email
ahmed.khaled@princeton.edu
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Publications
4 items
MuonBP: Faster Muon via Block-Periodic Orthogonalization
2025
Cited
0
Understanding Outer Optimizers in Local SGD: Learning Rates, Momentum, and Acceleration
2025
Cited
0
A Novel Unified Parametric Assumption for Nonconvex Optimization
2025
Cited
0
Directional Smoothness and Gradient Methods: Convergence and Adaptivity
arXiv.org · 2024
Cited
5
Resume (English only)
Academic Achievements
MuonBP: Faster Muon via Block-Periodic Orthogonalization, arXiv preprint, 2025
Understanding Outer Optimizers in Local SGD: Learning Rates, Momentum, and Acceleration, to appear in NeurIPS 2025, arXiv preprint, 2025
Directional Smoothness and Gradient Methods: Convergence and Adaptivity, NeurIPS 2024
The Road Less Scheduled, NeurIPS 2024 Oral
Federated Optimization Algorithms with Random Reshuffling and Gradient Compression, NeurIPS 2024
Tuning-Free Stochastic Optimization, ICML 2024 Spotlight
Co-authors
20 total
Peter Richtarik
Professor, KAUST
Konstantin Mishchenko
Meta
Aaron Defazio
Fundamental AI Research team, Meta NY
Robert Mansel Gower
Research Scientist, Center for Computational Mathematics, Flatiron Institute, Simons Foundation
Xingyu Alice Yang
Fundamental AI Research team, Meta NY
Nicolas Loizou
Johns Hopkins University
Co-author 7
Co-author 8
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