Collaborative Filtering, Matrix Factorization, Recommender Systems, Gradient Descent, Neural Networks.
train and val; this plots the val loss: Performance plot of the 4 models listed above (image by author) The linear models are almost completely flat, however, they are actually improving; you just can’t really tell with this plot. The simple non-linear model does almost as well as the complex