Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression

Gil Kur, Yuval Dagan, Alexander Rakhlin

In this paper, we study two problems: (1) estimation of a $d$-dimensional log-concave distribution and (2) bounded multivariate convex regression with random design with an underly…