PMF-UU: In this degenerate version of the model, we use only the user-user opinion matrix to learn the latent factor representation.
the objective function is modified such that we drop the sum of the square errors involving R and the regularizer on A. PMF-UA: In this degenerate version of the model, we use only the user-aspect opinion matrix to learn the latent factor representation.