Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables

Hamid Mousavi, Jakob Drefs, Florian Hirschberger +1

Latent variable models (LVMs) represent observed variables by parameterized functions of latent variables. Prominent examples of LVMs for unsupervised learning are probabilistic PC…