Pólya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler

Alexander Terenin, Måns Magnusson, Leif Jonsson +1

Latent Dirichlet Allocation (LDA) is a topic model widely used in natural language processing and machine learning. Most approaches to training the model rely on iterative algorith…