Learning Mixtures of Nonparametric and Convolutional Measures on Effectively Low-dimensional Affine Spaces

Sunrit Chakraborty, XuanLong Nguyen

In this paper, we develop a finite mixture of convolutional distributions, a statistical model to analyze continuous data distributed approximately on a mixture of low-dimensional…