"polyak-ruppert averaging" Papers

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Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation

Marina Sheshukova, Denis Belomestny, Alain Oliviero Durmus et al.

ICLR 2025arXiv:2410.05106
4
citations

Statistical inference for Linear Stochastic Approximation with Markovian Noise

Sergey Samsonov, Marina Sheshukova, Eric Moulines et al.

NEURIPS 2025arXiv:2505.19102
4
citations