Guo-Xun Yuan

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 1

Top Topics

Inherent Uncertainty

Linear Classification

Neural Networks And Support Vector Machines

Top Venues

J. Mach. Learn. Res.

Publications

Yong Zhuang, Yu-Chin Juan, Guo-Xun Yuan, Chih-Jen Lin
Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification. CIKM (2018)
Yingcai Wu, Guo-Xun Yuan, Kwan-Liu Ma
Visualizing Flow of Uncertainty through Analytical Processes. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Guo-Xun Yuan, Chia-Hua Ho, Chih-Jen Lin
Recent Advances of Large-Scale Linear Classification. Proc. IEEE 100 (9) (2012)
Guo-Xun Yuan, Kwan-Liu Ma
Scalable Training of Sparse Linear SVMs. ICDM (2012)
Guo-Xun Yuan, Chia-Hua Ho, Chih-Jen Lin
An Improved GLMNET for L1-regularized Logistic Regression. J. Mach. Learn. Res. 13 (2012)
Guo-Xun Yuan, Chia-Hua Ho, Chih-Jen Lin
An improved GLMNET for l1-regularized logistic regression. KDD (2011)
Guo-Xun Yuan, Kai-Wei Chang, Cho-Jui Hsieh, Chih-Jen Lin
A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification. J. Mach. Learn. Res. 11 (2010)