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A unified approach for estimation of unnormalized models via Stein operators

arXiv:2610.29510v1 Announce Type: new Abstract: In this paper, we develop a unified framework connecting proper scoring rules and Stein's method for the estimation of unnormalized models. We construct a class of proper scoring rules that encompasses score matching, ratio matching, pseudolikelihood,…

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  1. 2026-10-22 04:00 · arXiv stat.ML
    A unified approach for estimation of unnormalized models via Stein operators

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