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Mitsuki Nagai, Keisuke Yano

Public reference bibliography and cataloged PDF materials authored or published by Mitsuki Nagai, Keisuke Yano.

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A unified approach for estimation of unnormalized models via Stein operators

Year: 2026 • Source: arxiv.org • Listed PDF

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, ra...