public:experimental_codes [Computational Learning Lab.]

public:experimental_codes

Implementation of Online Boosting

code: 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. link

Implementation of Binary Relevance, Principle Label Space Transformation, Compressive Sensing in MATLAB

code: 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. link

Implementation of Multi-label Classification Using Error-correcting Codes

code: 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. link

Implementation of Active Sampling under Combined Ranking and Classification

code: 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. link

public/experimental_codes.txt · Last modified: 2019/06/25 13:25 (external edit)