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All publications by Hsuan-tien Lin
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Condensed Filter Tree for Cost-Sensitive Multi-Label Classification
Chun-liang Li and Hsuan-tien Lin
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Boosting with Online Binary Learners for the Multiclass Bandit Problem
Shang-tse Chen, Hsuan-tien Lin and Chi-jen Lu
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Feature-aware Label Space Dimension Reduction for Multi-label Classification
Yao-nan Chen and Hsuan-tien Lin
Advances in Neural Information Processing Systems 25, 2012


An Online Boosting Algorithm with Theoretical Justifications
Shang-tse Chen, Hsuan-tien Lin and Chi-jen Lu
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


One-sided Support Vector Regression for Multiclass Cost-sensitive Classification
Han-hsing Tu and Hsuan-tien Lin
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Support Vector Machinery for Infinite Ensemble Learning
Hsuan-tien Lin and Ling Li
Journal of Machine Learning Research, 2008


Ordinal Regression by Extended Binary Classification
Ling Li and Hsuan-tien Lin
Advances in Neural Information Processing Systems 19, 2006