Advanced Optimization, Conjugrate, Bfgs.
some of these ideas, we’ll be able to get logistic regression to run much more quickly than it’s possible with gradient descent. And this will also let the algorithms scale much better to very large machine learning problems, such as if we had a very large number of features. Sections Optimization