Sturmfels's binomial conjecture for the maximum number of Gaussian-mixture modes

Let m(d,k)m(d,k) denote the maximum possible number of modes of a mixture of kk Gaussian distributions in dimension dd.

Sturmfels's conjecture. For all integers d,k1d,k\geq 1, the maximum number of modes is

m(d,k)=(d+k1d).m(d,k)=\binom{d+k-1}{d}.

This conjecture was proposed in the context of the maximum-number-of-modes problem after the known result m(d,2)=d+1m(d,2)=d+1. The source does not provide evidence here that the conjecture has been resolved, so its status is recorded as open.

Sources & referencesView supporting material

Primary source

Carlos Améndola, Alexander Engström and Christian Haase, “Maximum Number of Modes of Gaussian Mixtures”, arXiv:1702.05066 (2019).

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.