Collaborative Filtering, Matrix Factorization, Recommender Systems, Gradient Descent, Neural Networks.
cell in R means non-existent rating, so skip it (image by author) This allows us to ignore ratings that don’t exist (need to be predicted). Additionally, we use embedding layers to represent U and V. This is effectively the same as the U and V latent matrices from before. Non-linear model