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All publications by Chih-jen Lin
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Trust Region Newton Method for Logistic Regression
Chih-jen Lin, Ruby C. Weng and S. S. Keerthi
Journal of Machine Learning Research, 2008


A dual coordinate descent method for large-scale linear SVM
Cho-jui Hsieh, Kai-wei Chang, Chih-jen Lin, S. S. Keerthi and S. Sundararajan
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


LIBLINEAR: A Library for Large Linear Classification
Rong-en Fan, Kai-wei Chang, Cho-jui Hsieh, Xiang-rui Wang and Chih-jen Lin
Journal of Machine Learning Research, 2008


Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines
Kai-wei Chang, Cho-jui Hsieh and Chih-jen Lin
Journal of Machine Learning Research, 2008


Trust region Newton methods for large-scale logistic regression
Chih-jen Lin, Ruby C. Weng and S. S. Keerthi
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Ranking individuals by group comparisons
Tzu-kuo Huang, Chih-jen Lin and Ruby C. Weng
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Generalized Bradley-Terry Models and Multi-Class Probability Estimates
Tzu-kuo Huang, Ruby C. Weng and Chih-jen Lin
Journal of Machine Learning Research, 2006


Working Set Selection Using Second Order Information for Training Support Vector Machines
Rong-en Fan, Pai-hsuen Chen and Chih-jen Lin
Journal of Machine Learning Research, 2005


Probability Estimates for Multi-class Classification by Pairwise Coupling
Ting-fan Wu, Chih-jen Lin and Ruby C. Weng
Journal of Machine Learning Research, 2004


A Generalized Bradley-Terry Model: From Group Competition to Individual Skill
Tzu-kuo Huang, Chih-jen Lin and Ruby C. Weng
Advances in Neural Information Processing Systems 17, 2004


Probability Estimates for Multi-Class Classification by Pairwise Coupling
Ting-fan Wu, Chih-jen Lin and Ruby C. Weng
Advances in Neural Information Processing Systems 16, 2003