Nicolas Loizou
Scholar

Nicolas Loizou

Google Scholar ID: mvDmzAQAAAAJ
Johns Hopkins University
Large Scale OptimizationRandomized AlgorithmsMachine LearningNumerical Linear AlgebraGame Theory
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Citations & Impact
All-time
Citations
3,134
 
H-index
20
 
i10-index
27
 
Publications
20
 
Co-authors
66
list available
Contact
No contact links provided.
Publications
7 items
Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients
2025
Cited
0
Extragradient Method for $(L_0, L_1)$-Lipschitz Root-finding Problems
2025
Cited
0
Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation
2025
Cited
0
Sharpness-Aware Minimization: General Analysis and Improved Rates
2025
Cited
0
Multiplayer Federated Learning: Reaching Equilibrium with Less Communication
2025
Cited
0
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
arXiv.org · 2024
Cited
3
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
66 total
Peter Richtarik
Peter Richtarik
Professor, KAUST
Robert Mansel Gower
Robert Mansel Gower
Research Scientist, Center for Computational Mathematics, Flatiron Institute, Simons Foundation
Gauthier Gidel
Gauthier Gidel
Associate professor at University of Montréal (DIRO), Core Member of Mila, Canada CIFAR AI Chair
Sebastian Urban Stich
Sebastian Urban Stich
CISPA Helmholtz Center
Eduard Gorbunov
Eduard Gorbunov
Assistant Professor, Mohamed bin Zayed University of Artificial Intelligence
Simon Lacoste-Julien
Simon Lacoste-Julien
Full Professor - Canada CIFAR AI Chair, University of Montreal / Mila
Ioannis (Yannis) Mitliagkas
Ioannis (Yannis) Mitliagkas
Associate Professor at Mila, University of Montréal
Hugo Berard
Hugo Berard
PhD student, MILA, University of Montreal