7 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Gaussian Approximation for Two-Timescale Linear Stochastic Approximation
Bogdan Butyrin, Artemy Rubtsov, Alexey Naumov +2
In this paper, we establish non-asymptotic bounds for accuracy of normal approximation for linear two-timescale stochastic approximation (TTSA) algorithms driven by martingale diff…
math.PR2015★ 7 cited
Asymptotic analysis of symmetric functions
Friedrich Götze, Alexey Naumov, Vladimir Ulyanov
In this paper we consider asymptotic expansions for a class of sequences of symmetric functions of many variables. Applications to classical and free probability theory are discuss…