Approximation by log-concave distributions, with applications to regression

Lutz Duembgen, Richard Samworth, Dominic Schuhmacher

We study the approximation of arbitrary distributions $P$ on $d$-dimensional space by distributions with log-concave density. Approximation means minimizing a Kullback--Leibler-typ…