Marta Casanellas

A New Spectral Method for Latent Variable Models

2016 · RECERCAT (Consorci de Serveis Universitaris de Catalunya)

This paper presents an algorithm for the unsupervised learning of latent variable models from unlabeled sets of data. We base our technique on spectral decomposition, providing a technique that proves to be robust both in …