Learning latent variable models : efficient algorithms and applications 

Ruffini, Matteo (Date of defense: 2019-02-14)

Learning latent variable models is a fundamental machine learning problem, and the models belonging to this class - which include topic models, hidden Markov models, mixture models and many others - have a variety of ...