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papers
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Chao-Kai Chiang, Chia-Jung Lee and Chi-Jen Lu. Beating Bandits in Gradually Evolving Worlds. COLT 2013.
Chao-Kai Chiang, Tianbao Yang, Chia-Jung Lee, Mehrdad Mahdavi, Chi-Jen Lu, Rong Jin, Shenghuo Zhu: Online Optimization with Gradual Variations. COLT 2012.
Chao-Kai Chiang, Chi-Jen Lu: Online Learning with Queries. SODA 2010.
thesis
Te-Kang Jan. A Comparison of Methods for Cost-sensitive Support Vector Machines. Master's Thesis, 2009.
Ken-Yi Lin. Data Selection Techniques for Large-scale RankSVM. Master's Thesis, 2009.
Hanhsing Tu. Regression Approaches for Multi-class Cost-sensitive Classification. Master's Thesis, 2008.