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arXiv preprint arXiv:2102.08352 , year=

Stochastic variance reduction for variational inequality methods , author= · arXiv 2102.08352

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Stochastic Optimization and Data Science

math.OC · 2026-05-16 · accept · novelty 2.0

A survey equating offline Monte-Carlo/SAA and online stochastic-approximation sample complexities for convex stochastic optimization arising in statistics and ML.

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  • Stochastic Optimization and Data Science math.OC · 2026-05-16 · accept · none · ref 25

    A survey equating offline Monte-Carlo/SAA and online stochastic-approximation sample complexities for convex stochastic optimization arising in statistics and ML.