Guo-Xun Yuan

2 papers · 2010–2012 · 1 conference · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

JMLR (2)

Top co-authors

Chih-Jen Lin (2) Chia-Hua Ho (1) Kai-Wei Chang (1) Cho-jui Hsieh (1)

Keywords

l1 regularization (2) coordinate descent (2) feature selection (1) large-scale classification (1) document classification (1) linear classification (1) logistic regression (1) newton method (1) sparse learning (1)

Papers

An Improved GLMNET for L1-regularized Logistic Regression JMLR 2012

A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification JMLR 2010