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Publications in Math-Net.Ru
Rates of convergence for density estimation with generative adversarial networks
J. Mach. Learn. Res.
,
25
(2024),
1–47
Finite-time high-probability bounds for Polyak–Ruppert averaged iterates of linear stochastic approximation
Math. Oper. Res.
, 2024,
1–39
Improved high-probability bounds for the temporal difference learning algorithm via exponential stability
Proc. Mach. Learn. Res. (PMLR)
,
247
(2024),
4511–4547
Diffusion approximations and control variates for MCMC
Zh. Vychisl. Mat. Mat. Fiz.
,
64
:4 (2024),
693–738
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Steklov Math. Inst. of RAS
, 2025