@inproceedings{CJL07a, author = {Chih-Jen Lin and Ruby C. Weng and S. Sathiya Keerthi}, title = {Trust region {N}ewton method for large-scale logistic regression}, booktitle = {Proceedings of the 24th International Conference on Machine Learning (ICML)}, year = {2007}, note = {Software available at \url{http://www.csie.ntu.edu.tw/~cjlin/liblinear}} } @inproceedings{CJH08a, author = {Cho-Jui Hsieh and Kai-Wei Chang and Chih-Jen Lin and S. Sathiya Keerthi and Sellamanickam Sundararajan}, title = {A Dual Coordinate Descent Method for Large-scale Linear {SVM}}, booktitle = {Proceedings of the Twenty Fifth International Conference on Machine Learning (ICML)}, year = {2008}, url = {http://www.csie.ntu.edu.tw/~cjlin/papers/cddual.pdf}, note = {Software available at \url{http://www.csie.ntu.edu.tw/~cjlin/liblinear}}, } @inproceedings{SSK08a, author = {S. Sathiya Keerthi and Sellamanickam Sundararajan and Kai-Wei Chang and Cho-Jui Hsieh and Chih-Jen Lin}, title = {A Sequential Dual Method for Large Scale Multi-Class Linear {SVM}s}, booktitle = {Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining}, year = {2008}, url={http://www.csie.ntu.edu.tw/~cjlin/papers/sdm_kdd.pdf} }