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Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation

arXiv cs.LG · 2026-05-18 Cached

This paper presents a unified theoretical framework for stochastic variance-reduced estimation, deriving high-probability bounds via a new Freedman inequality and improving oracle complexities for constrained optimization.

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