Incremental Variational Inference for Latent Dirichlet Allocation

Cedric Archambeau, Beyza Ermis

We introduce incremental variational inference and apply it to latent Dirichlet allocation (LDA). Incremental variational inference is inspired by incremental EM and provides an al…