ML Anthology

Martingale Boosting

Philip M. Long, Rocco A. Servedio
COLT 2005 pp. 79-94
doi:10.1007/11503415_6 /colt/2005/long2005colt-martingale/

Abstract

Martingale boosting is a simple and easily understood technique with a simple and easily understood analysis. A slight variant of the approach provably achieves optimal accuracy in the presence of random misclassification noise.

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Cite

Text

Long and Servedio. "Martingale Boosting." Annual Conference on Computational Learning Theory, 2005. doi:10.1007/11503415_6

Markdown

[Long and Servedio. "Martingale Boosting." Annual Conference on Computational Learning Theory, 2005.](https://mlanthology.org/colt/2005/long2005colt-martingale/) doi:10.1007/11503415_6

BibTeX

@inproceedings{long2005colt-martingale,
  title     = {{Martingale Boosting}},
  author    = {Long, Philip M. and Servedio, Rocco A.},
  booktitle = {Annual Conference on Computational Learning Theory},
  year      = {2005},
  pages     = {79-94},
  doi       = {10.1007/11503415_6},
  url       = {https://mlanthology.org/colt/2005/long2005colt-martingale/}
}