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ENTITY Nonlinear Two-Time-Scale Stochastic Approximation: A Sharp Phase Transition and How to Beat It

Nonlinear Two-Time-Scale Stochastic Approximation: A Sharp Phase Transition and How to Beat It

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  1. RESEARCH · CL_90908 ·

    New research details phase transition in stochastic approximation, offers solution

    Researchers have identified a sharp phase transition in nonlinear two-time-scale stochastic approximation, impacting the convergence rates of slow iterates. The study reveals that without modifications, the recursion's …