AD Scientific Index
 Open Nav
Login Login Pricing & Plans Pricing & Plans
Sergey Samsonov

Sergey Samsonov

National Research University Higher School of Economics - Moscow / Russia
Others
AD Scientific Index ID: 4763321
Национальный исследовательский университет
person_outline Sergey Samsonov's MOST POPULAR ARTICLES
1-) Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize Advances in Neural Information Processing Systems 34, 30063-30074, 2021
2-) Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations Neural Networks 161, 242-253, 2023
3-) Finite-time high-probability bounds for Polyak–Ruppert averaged iterates of linear stochastic approximation Mathematics of Operations Research 50 (2), 935-964, 2025
4-) Rates of convergence for density estimation with generative adversarial networks Journal of Machine Learning Research 25 (29), 1-47, 2024
5-) On the stability of random matrix product with markovian noise: Application to linear stochastic approximation and td learning Conference on Learning Theory, 1711-1752, 2021