Learning Multivariate Log-concave Distributions

Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart

Abstract: We study the problem of estimating multivariate log-concave probability density functions. We prove the first sample complexity upper bound for learning log-concave densities on $\mathbb{R}^d$, for...