Nikita Puchkin
Scholar

Nikita Puchkin

Google Scholar ID: xc8HXnMAAAAJ
HSE University
statisticsmachine learning
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Citations & Impact
All-time
Citations
209
 
H-index
8
 
i10-index
7
 
Publications
17
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
7 items
Schr\"odinger bridge problem via empirical risk minimization
2026
Cited
0
Simultaneous Approximation of the Score Function and Its Derivatives by Deep Neural Networks
2025
Cited
0
Approximation Capabilities of Feedforward Neural Networks with GELU Activations
2025
Cited
0
Tight Bounds for Schrödinger Potential Estimation in Unpaired Image-to-Image Translation Problems
2025
Cited
0
Sample complexity of Schr""odinger potential estimation
2025
Cited
0
Dimension-free bounds in high-dimensional linear regression via error-in-operator approach
2025
Cited
0
Generalization error bound for denoising score matching under relaxed manifold assumption
2025
Cited
0
Resume (English only)
Co-authors
16 total
Vladimir Spokoiny
Vladimir Spokoiny
Professor for Statistics, Humboldt University und WIAS Berlin
Prof. Dr. Denis Belomestny
Prof. Dr. Denis Belomestny
Duisburg-Essen University
Alexey Naumov
Alexey Naumov
Professor, HSE University
Sergey Samsonov
Sergey Samsonov
HSE university, Moscow
Nikita Zhivotovskiy
Nikita Zhivotovskiy
Assistant Professor at UC Berkeley
Eric Moulines
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Eduard Gorbunov
Eduard Gorbunov
Assistant Professor, Mohamed bin Zayed University of Artificial Intelligence
Alexander Gasnikov
Alexander Gasnikov
Innopolis University