Rustem Islamov
Scholar

Rustem Islamov

Google Scholar ID: dNiHy50AAAAJ
PhD student, University of Basel
machine learningoptimization
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Citations & Impact
All-time
Citations
328
 
H-index
10
 
i10-index
10
 
Publications
17
 
Co-authors
21
list available
Contact
No contact links provided.
Publications
11 items
Byzantine-Robust and Differentially Private Federated Optimization under Weaker Assumptions
2026
Cited
0
On the Role of Batch Size in Stochastic Conditional Gradient Methods
2026
Cited
0
Non-Euclidean Gradient Descent Operates at the Edge of Stability
2026
Cited
0
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
2026
Cited
0
Why Do We Need Warm-up? A Theoretical Perspective
2025
Cited
0
Enhancing Optimizer Stability: Momentum Adaptation of The NGN Step-size
2025
Cited
0
On the Interaction of Noise, Compression Role, and Adaptivity under $(L_0, L_1)$-Smoothness: An SDE-based Approach
2025
Cited
0
Safe-EF: Error Feedback for Nonsmooth Constrained Optimization
2025
Cited
0
Resume (English only)
Co-authors
21 total
Peter Richtarik
Peter Richtarik
Professor, KAUST
Co-author 2
Co-author 2
Mher Safaryan
Mher Safaryan
Postdoctoral Researcher, IST Austria
Aurelien Lucchi
Aurelien Lucchi
Associate Professor, Department of Mathematics and Computer Science, University of Basel
Eduard Gorbunov
Eduard Gorbunov
Assistant Professor, Mohamed bin Zayed University of Artificial Intelligence
Antonio Orvieto
Antonio Orvieto
ELLIS Institute Tübingen, Max Planck Institute for Intelligent Systems
Enea Monzio Compagnoni
Enea Monzio Compagnoni
PhD Student - University of Basel
Samuel Horvath
Samuel Horvath
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)