In this post, it will be explained about Regularized likelihood methods. Usually, two representative methods are introduced, Lasso and Ridge. Moreover, it will cover some other methods that overcome the limitation of Lasso method. This post is the summary of "Mathematical principles in Machine Learning" offered from UNIST.

Sep 14, 2020