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Gaussian likelihood geometry of projective varieties

26 August 2022
Sandra Di Rocco
Lukas Gustafsson
L. Schaffler
ArXiv (abs)PDFHTML
Abstract

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

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