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Gaussian likelihood geometry of projective varieties

Abstract

We explore the maximum likelihood degree of a homogeneous polynomial FF on a projective variety XX, MLDF(X)\mathrm{MLD}_F(X), which generalizes the concept of Gaussian maximum likelihood degree. We show that MLDF(X)\mathrm{MLD}_F(X) is equal to the count of critical points of a rational function on XX, and give different geometric characterizations of it via topological Euler characteristic, dual varieties, and Chern classes.

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