Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise

23 May 2024

Papers citing "Computing the Bias of Constant-step Stochastic Approximation with Markovian Noise"

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Title
Two-Timescale Linear Stochastic Approximation: Constant Stepsizes Go a Long Way Jeongyeol Kwon Luke Dotson Yudong Chen Qiaomin Xie 28 1 0 16 Oct 2024
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson-Romberg Extrapolation Marina Sheshukova Denis Belomestny Alain Durmus Eric Moulines Alexey Naumov S. Samsonov 31 1 0 07 Oct 2024
Revisiting Step-Size Assumptions in Stochastic Approximation Caio Kalil Lauand Sean P. Meyn 29 1 0 28 May 2024