How Many Modes Can a Mixture of Gaussians with Uniformly Bounded Means Have?

Navin Kashyap, Manjunath Krishnapur

We show, by an explicit construction, that a mixture of univariate Gaussian densities with variance $1$ and means in $[-A,A]$ can have $\Omega (A^2)$ modes. This disproves a recent conje…