Huh–Sturmfels conjecture on the maximum likelihood degree

About 12 years old · traced to

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=dim⁡Xd=\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.

References

Primary source

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

Progress summary

Never refreshed

Nothing recorded yet. Refresh searches the literature and the public web for attempts on this problem, and writes the first summary here.

Solutions 0

No solutions have been posted yet.