A ridgeline correspondence criterion: the number of modes of a Gaussian mixture is finite

Carlos Améndola, Jose Israel Rodriguez

We prove that every finite multivariate Gaussian mixture density has only finitely many modes. Our approach combines an algebraic formulation of the ridgeline theory of Ray and Lin…