Distributed Coordinate Descent for Generalized Linear Models with Regularization

Ilya Trofimov, Alexander Genkin

Generalized linear model with $L_1$ and $L_2$ regularization is a widely used technique for solving classification, class probability estimation and regression problems. With the n…