Learning Binary Latent Variable Models: A Tensor Eigenpair Approach

Ariel Jaffe, Roi Weiss, Shai Carmi, Yuval Kluger, Boaz Nadler

Abstract: Latent variable models with hidden binary units appear in various applications. Learning such models, in particular in the presence of noise, is a challenging computational problem. In this paper w...