Ilyas Fatkhullin
Scholar

Ilyas Fatkhullin

Google Scholar ID: UCOWHb4AAAAJ
ETH Zurich
OptimizationReinforcement LearningStatistics
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Citations & Impact
All-time
Citations
693
 
H-index
11
 
i10-index
12
 
Publications
16
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
9 items
Global Optimality for Constrained Exploration via Penalty Regularization
2026
Cited
0
Global Solutions to Non-Convex Functional Constrained Problems with Hidden Convexity
2025
Cited
0
Natural Gradient VI: Guarantees for Non-Conjugate Models
2025
Cited
0
Second-order Optimization under Heavy-Tailed Noise: Hessian Clipping and Sample Complexity Limits
2025
Cited
0
Can SGD Handle Heavy-Tailed Noise?
2025
Cited
0
Safe-EF: Error Feedback for Nonsmooth Constrained Optimization
2025
Cited
0
From Gradient Clipping to Normalization for Heavy Tailed SGD
arXiv.org · 2024
Cited
4
Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity
IEEE Conference on Decision and Control · 2023
Cited
7
Resume (English only)
Co-authors
19 total
Niao He
Niao He
Associate Professor, ETH Zürich
Peter Richtarik
Peter Richtarik
Professor, KAUST
Anas Barakat
Anas Barakat
Research Fellow, Singapore University of Technology and Design
Eduard Gorbunov
Eduard Gorbunov
Assistant Professor, Mohamed bin Zayed University of Artificial Intelligence
Co-author 5
Co-author 5
Zhize Li
Zhize Li
Assistant Professor, Singapore Management University
Anastasia Kireeva
Anastasia Kireeva
ETH Zurich
Florian Hübler
Florian Hübler
ETH Zurich