Guaranteed Scalable Learning of Latent Tree Models

Furong Huang, Niranjan U. N., Ioakeim Perros +3

We present an integrated approach for structure and parameter estimation in latent tree graphical models. Our overall approach follows a "divide-and-conquer" strategy that learns m…