Learning Topic Hierarchies by Tree-Directed Latent Variable Models

Sunrit Chakraborty, Rayleigh Lei, XuanLong Nguyen

We study a parametric family of latent variable models, namely topic models, equipped with a hierarchical structure among the topic variables. Such models may be viewed as a finite…