Curvature-Exploiting Acceleration of Elastic Net Computations

Vien V. Mai, Mikael Johansson

Abstract: This paper introduces an efficient second-order method for solving the elastic net problem. Its key innovation is a computationally efficient technique for injecting curvature information in the op...