Exact Inference for Integer Latent-Variable Models

Kevin Winner, Debora Sujono, Daniel Sheldon

Abstract: Graphical models with latent count variables arise in a number of areas. However, standard inference algorithms do not apply to these models due to the infinite support of the latent variables. Win...