Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee

Emanuele Frandi, Ricardo Nanculef, Stefano Lodi +2

Frank-Wolfe (FW) algorithms have been often proposed over the last few years as efficient solvers for a variety of optimization problems arising in the field of Machine Learning. T…