Propose an optimization strategy for the precision matrix in your RBM model to improve memory efficiency and scalability, while maintaining accurate modeling of user preferences.

Change the precision matrix from a learned non-diagonal matrix to a diagonal matrix. This will reduce memory usage at the cost of potentially reduced accuracy in modeling complex correlations between features.