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Gaussian Likelihood Geometry of Projective Varieties
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematics (Div.).ORCID iD: 0000-0002-7186-1524
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematics (Div.).
Dipartimento di Matematica e Fisica, Università degli Studi Roma Tre, 00146, Rome, Italy.
2024 (English)In: SIAM Journal on Applied Algebra and Geometry, E-ISSN 2470-6566, Vol. 8, no 1, p. 89-113Article in journal (Refereed) Published
Abstract [en]

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

Place, publisher, year, edition, pages
Society for Industrial and Applied Mathematics Publications , 2024. Vol. 8, no 1, p. 89-113
Keywords [en]
characteristic class, dual variety, maximum likelihood degree
National Category
Geometry
Identifiers
URN: urn:nbn:se:kth:diva-344793DOI: 10.1137/22M1526113Scopus ID: 2-s2.0-85187797382OAI: oai:DiVA.org:kth-344793DiVA, id: diva2:1847599
Note

QC 20240403

Available from: 2024-03-28 Created: 2024-03-28 Last updated: 2024-04-03Bibliographically approved

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Di Rocco, SandraGustafsson, Lukas

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