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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]
Abstract is missing.