Density estimation using the perceptron

Patrik Róbert Gerber, Tianze Jiang, Yury Polyanskiy +1

We propose a new density estimation algorithm. Given $n$ i.i.d. observations from a distribution belonging to a class of densities on ${\mathbb{R}}^d$, our estimator outputs any dens…