Convex Regression with a Penalty

Eunji Lim

A common way to estimate an unknown convex regression function $f_0:\hat{I}\text{c◯}\subset {\mathbb{R}}^d\to \mathbb{R}$ from a set of $n$ noisy observations is to fit a convex function…