LIBOL

 

A Library for Online Learning Algorithms

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Citation

  • S.C.H. Hoi, J. Wang, P. Zhao. LIBOL : A Library for Online Learning Algorithms. Journal of Machine Learning Research 15 (2014) 495-499. [ PDF ] http://libol.stevenhoi.org

 

The bibtex format:

 

@article{hoi2014libol,
title={LIBOL: A Library for Online Learning Algorithms},
author= {Steven C.H. Hoi and Jialei Wang and Peilin Zhao},
journal={The Journal of Machine Learning Research},
volume={15},
pages={495-499},
year={2014},
publisher={JMLR. org},

url= {http://LIBOL.stevenhoi.org}
}

 

Contact us if you want to list your papers using LIBOL below.

References

  • Online Multiple Kernel Classification Steven C.H. Hoi, Rong Jin, Peilin Zhao*, Tianbao Yang Machine Learning vol. X, no. X 1-27 2013. (In press)
     PDF, BibTeX, abstract, Code & Data , Project
  • Exact Soft Confidence-Weighted Learning Jielei Wang^, Peilin Zhao*, Steven C.H. Hoi The 29th International Conference on Machine Learning (ICML2012) Edinburgh, Scotland June 26 - July 1, 2012
    PDF    , BibTeX, abstract, Project
  • Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning Peilin Zhao*, Jielei Wang^, Steven C.H. Hoi, Rong Jin, Pengcheng Wu* The 29th International Conference on Machine Learning (ICML2012) Edinburgh, Scotland June 26 - July 1, 2012
    PDF    , BibTeX, abstract , Project
  • Cost-Sensitive Online Classification Jialei Wang^, Peilin Zhao*, Steven C.H. Hoi, IEEE International Conference on Data Mining (ICDM2012) Brussels Dec 10-13, 2012.
    PDF, BibTeX, Project
  • BDUOL: Double Updating Online Learning on a Fixed Budget Peilin Zhao*, Steven C.H. Hoi The European Conference on Machine Learning (ECML-PKDD'12) Bristol, UK 24th-28th, September 2012 105/443=23.7%
    PDF    ,slides, poster,BibTeX
  • Double Updating Online Learning Peilin Zhao*, Steven C.H. Hoi, Rong Jin Journal of Machine Learning Research (JMLR) vol. 12 1587-1615 May 2011
    PDF    , BibTeX, abstract, CODE, Project

 

 



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