Geometric Dirichlet Means algorithm for topic inference

Mikhail Yurochkin, XuanLong Nguyen

We propose a geometric algorithm for topic learning and inference that is built on the convex geometry of topics arising from the Latent Dirichlet Allocation (LDA) model and its no…