Kernel Topic Models

Philipp Hennig, David H. Stern, Ralf Herbrich, Thore Graepel

Abstract: Latent Dirichlet Allocation models discrete data as a mixture of discrete distributions, using Dirichlet beliefs over the mixture weights. We study a variation of this concept, in which the documen...