Deep Dirichlet process mixture models

Naiqi Li, Wenjie Li, Yong Jiang, Shu-Tao Xia

Abstract: In this paper we propose the deep Dirichlet process mixture (DDPM) model, which is an unsupervised method that simultaneously performs clustering and feature learning. The traditional Dirichlet pro...