Generalization Bounds for the Area Under the ROC Curve

Shivani Agarwal, Thore Graepel, Ralf Herbrich, Sariel Har-Peled, Dan Roth. Generalization Bounds for the Area Under the ROC Curve. Journal of Machine Learning Research, 6:393-425, 2005. [doi]

@article{AgarwalGHHR05,
  title = {Generalization Bounds for the Area Under the ROC Curve},
  author = {Shivani Agarwal and Thore Graepel and Ralf Herbrich and Sariel Har-Peled and Dan Roth},
  year = {2005},
  url = {http://www.jmlr.org/papers/v6/agarwal05a.html},
  researchr = {https://researchr.org/publication/AgarwalGHHR05},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {6},
  pages = {393-425},
}