Log-concave Density Estimation with Independent Components

Sharvaj Kubal, Christian Campbell, Elina Robeva

We propose a method for estimating a log-concave density on ${\mathbb{R}}^d$ from samples, under the assumption that there exists an orthogonal transformation that makes the component…