A Fast Method for Lasso and Logistic Lasso

Siu-Wing Cheng, Man Ting Wong

We propose a fast method for solving compressed sensing, Lasso regression, and Logistic Lasso regression problems that iteratively runs an appropriate solver using an active set ap…