Machine Learning, Em Algorithm, Collaborative Filtering, Recommendation System, Generative Model.
j, given current parameter set theta. With these, we are ready to take derivatives with respect to the parameter variables to obtain new parameter values. Lastly, we calculate a new likelihood (l_new) of generating all the data points using this new set of parameters. We compare l_old and l_new