18 citations · 18 across the 2 of their papers we have counts for
2 papers
stat.ML2017★ 18 cited
Generalized Linear Model Regression under Distance-to-set Penalties
Jason Xu, Eric C. Chi, Kenneth Lange
Estimation in generalized linear models (GLM) is complicated by the presence of constraints. One can handle constraints by maximizing a penalized log-likelihood. Penalties such as…
stat.ME2015
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…