Samsonov Sergei Vladimirovich

Publications in Math-Net.Ru

1. Finite-time high-probability bounds for Polyak–Ruppert averaged iterates of linear stochastic approximation
   
   Math. Oper. Res., 50:2 (2025),  783–1583
2. Rates of convergence for density estimation with generative adversarial networks
   
   J. Mach. Learn. Res., 25 (2024),  1–47
3. Improved high-probability bounds for the temporal difference learning algorithm via exponential stability
   
   Proc. Mach. Learn. Res. (PMLR), 247 (2024),  4511–4547
4. Diffusion approximations and control variates for MCMC
   
   Zh. Vychisl. Mat. Mat. Fiz., 64:4 (2024),  693–738
5. Development of applied solutions based on artificial intelligence for technological security control
   
   Dokl. RAN. Math. Inf. Proc. Upr., 508 (2022),  28–32