Local Loss Optimization in Operator Models: A New Insight into Spectral Learning

Borja Balle, Ariadna Quattoni, Xavier Carreras

This paper re-visits the spectral method for learning latent variable models defined in terms of observable operators. We give a new perspective on the method, showing that operato…