ADMM Algorithmic Regularization Paths for Sparse Statistical Machine Learning

Yue Hu, Eric Chi, Genevera I. Allen

Optimization approaches based on operator splitting are becoming popular for solving sparsity regularized statistical machine learning models. While many have proposed fast algorit…