Collaborative Filtering, Matrix Factorization, Recommender Systems, Gradient Descent, Neural Networks.
MSE to its gradient in regards to this problem. Explains how to go from MSE to its partial derivative w.r.t U and V (image by author) Updating the Parameters Given the MSE Gradient and Learning Rate Now that we know the gradient of MSE with respect to each latent matrix, we can update each matrix