An Online Learning Algorithm for Bilinear Models

Yuanbin Wu, Shiliang Sun

Abstract: We investigate the bilinear model, which is a matrix form linear model with the rank 1 constraint. A new online learning algorithm is proposed to train the model parameters. Our algorithm runs in t...