Guo-Xun Yuan

According to our database, Guo-Xun Yuan authored at least 6 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification.

Yong Zhuang, Yu-Chin Juan, Guo-Xun Yuan, Chih-Jen Lin

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2012

Visualizing Flow of Uncertainty through Analytical Processes.

Yingcai Wu, Guo-Xun Yuan, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2012

Recent Advances of Large-Scale Linear Classification.

Guo-Xun Yuan, Chia-Hua Ho, Chih-Jen Lin

Proc. IEEE, 2012

An Improved GLMNET for L1-regularized Logistic Regression.

Guo-Xun Yuan, Chia-Hua Ho, Chih-Jen Lin

J. Mach. Learn. Res., 2012

Scalable Training of Sparse Linear SVMs.

Guo-Xun Yuan, Kwan-Liu Ma

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2010

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

Guo-Xun Yuan, Kai-Wei Chang, Cho-Jui Hsieh, Chih-Jen Lin

J. Mach. Learn. Res., 2010