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Publications in Math-Net.Ru

  1. Rates of convergence for density estimation with generative adversarial networks

    J. Mach. Learn. Res., 25 (2024),  1–47
  2. Finite-time high-probability bounds for Polyak–Ruppert averaged iterates of linear stochastic approximation

    Math. Oper. Res., 2024,  1–39
  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


© Steklov Math. Inst. of RAS, 2025