Huh–Sturmfels conjecture on the maximum likelihood degree

From papers

Let XX be a closed irreducible subvariety of the hyperplane H={(p1,,pn)(C)n:p1++pn=1}H=\{(p_1,\ldots,p_n)\in({\mathbb{C}}^*)^n:p_1+\cdots+p_n=1\}, and let d=dimXd=\dim X. The Huh–Sturmfels conjecture. One has

(1)dχ(X)MLdeg(X).(-1)^d\chi(X)\geq \operatorname{MLdeg}(X).

In particular, the topological signed Euler characteristic (1)dχ(X)(-1)^d\chi(X) is always nonnegative. This conjecture extends the equality (1)dχ(X)=MLdeg(X)(-1)^d\chi(X)=\operatorname{MLdeg}(X) known for smooth very affine varieties to possibly singular subvarieties of the statistical hyperplane.

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Sources & referencesView supporting material

Primary source

Nero Budur and Botong Wang, “Bounding the maximum likelihood degree”, arXiv:1411.3486 (2015).

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