second-order method

A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer. (SIOPT, 2022)

We consider the problem of minimizing an objective function that is the sum of a convex function and a group sparsity-inducing regularizer. Problems that integrate such regularizers arise in modern machine learning applications, often for the purpose …