Ahmed Khaled
Scholar

Ahmed Khaled

Google Scholar ID: Bc3wOdsAAAAJ
Princeton University
OptimizationFederated Learning
Citations & Impact
All-time
Citations
1,703
 
H-index
15
 
i10-index
17
 
Publications
19
 
Co-authors
20
list available
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