Alexey Naumov
Scholar

Alexey Naumov

Google Scholar ID: 5723KoYAAAAJ
Professor, HSE University
probability theorystatisticsmachine learningrandom matricesreinforcement learning
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Citations & Impact
All-time
Citations
818
 
H-index
17
 
i10-index
26
 
Publications
20
 
Co-authors
45
list available
Contact
No contact links provided.
Publications
19 items
Mathematical methods of reinforcement learning
2026
Cited
0
On Gaussian approximation for entropy-regularized Q-learning with function approximation
2026
Cited
0
Gaussian Approximation for Asynchronous Q-learning
2026
Cited
0
Schr\"odinger bridge problem via empirical risk minimization
2026
Cited
0
Statistical analysis of Inverse Entropy-regularized Reinforcement Learning
2025
Cited
0
Improved Central Limit Theorem and Bootstrap Approximations for Linear Stochastic Approximation
2025
Cited
0
Gaussian Approximation for Two-Timescale Linear Stochastic Approximation
2025
Cited
0
Tight Bounds for Schrödinger Potential Estimation in Unpaired Image-to-Image Translation Problems
2025
Cited
0
Resume (English only)
Co-authors
45 total
Eric Moulines
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Sergey Samsonov
Sergey Samsonov
HSE university, Moscow
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Prof. Dr. Denis Belomestny
Prof. Dr. Denis Belomestny
Duisburg-Essen University
Daniil Tiapkin
Daniil Tiapkin
École Polytechnique
Vladimir Ulyanov, Ul'yanov
Vladimir Ulyanov, Ul'yanov
Lomonosov Moscow State University
Alain Durmus
Alain Durmus
Ecole polytechnique