most citedFinite-Time Decoupled Convergence in Nonlinear Two-Time-Scale Stochastic Approximation

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math.PR2026

Decoupled Functional Central Limit Theorems for Two-Time-Scale Stochastic Approximation

Yuze Han, Xiang Li, Jiadong Liang +1

In two-time-scale stochastic approximation (SA), two iterates are updated at different rates, governed by distinct step sizes, with each update influencing the other. Previous stud…