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| + | === Implementation of Online Boosting === | ||
| + | * code: {{public:osboost.tgz|snapshot on 2015/04/01}} | ||
| + | * paper: Shang-Tse Chen, Hsuan-Tien Lin, and Chi-Jen Lu. An online boosting algorithm with theoretical justifications. In Proceedings of the International Conference on Machine Learning (ICML), June 2012. [[http://www.csie.ntu.edu.tw/~htlin/paper/doc/icml12onlineboost.pdf|link]] | ||
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| === Implementation of Binary Relevance, Principle Label Space Transformation, Compressive Sensing in MATLAB === | === Implementation of Binary Relevance, Principle Label Space Transformation, Compressive Sensing in MATLAB === | ||
| - | * code: {{public:llst.20110123.zip|snapshot on 2001/01/23}} | + | * code: {{public:llst.20110123.zip|snapshot on 2011/01/23}} |
| * paper: Farbound Tai and Hsuan-Tien Lin. Multi-label Classification with Principle Label Space Transformation. National Taiwan University, September 2010; submitted. A preliminary version appeared in MLD Workshop @ ICML '10. [[http://www.csie.ntu.edu.tw/~htlin/paper/doc/ml10plst.pdf|link]] | * paper: Farbound Tai and Hsuan-Tien Lin. Multi-label Classification with Principle Label Space Transformation. National Taiwan University, September 2010; submitted. A preliminary version appeared in MLD Workshop @ ICML '10. [[http://www.csie.ntu.edu.tw/~htlin/paper/doc/ml10plst.pdf|link]] | ||
| + | === Implementation of Multi-label Classification Using Error-correcting Codes === | ||
| + | * code: {{:public:ml_ecc.20130515.tgz|}} | ||
| + | * paper: Chun-Sung Ferng and Hsuan-Tien Lin. Multi-label Classification Using Error-correcting Codes of Hard or Soft Bits. National Taiwan University, May 2013; submitted. A preliminary version appeared in ACML'11. [[http://www.csie.ntu.edu.tw/~htlin/paper/doc/acml11ecoc.pdf|link]] | ||
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| + | === Implementation of Active Sampling under Combined Ranking and Classification === | ||
| + | * code: {{:public:ascrc.zip|}} | ||
| + | * paper: Wei-Yuan Shen and Hsuan-Tien Lin. Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking. National Taiwan University, Feb 2013; submitted. A preliminary version appeared in ACML'12. [[http://www.csie.ntu.edu.tw/~htlin/paper/doc/activesample.pdf|link]] | ||
public/experimental_codes.1295796158.txt.gz · Last modified: 2019/06/25 13:26 (external edit)
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