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Información - Stochastic Approximation
Fast Nonlinear Two-Time-Scale Stochastic Approximation: Achieving O(1/k) Finite-Sample Complexity
Proposing a new variant of two-time-scale stochastic approximation to achieve O(1/k) convergence rate in mean-squared errors.
Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling
Non-asymptotic performance of stochastic approximation with delayed updates under Markovian sampling.
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