Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses

Shivani Agarwal. Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses. In Shai Shalev-Shwartz, Ingo Steinwart, editors, COLT 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, USA. Volume 30 of JMLR Proceedings, pages 338-353, JMLR.org, 2013. [doi]

Abstract

Abstract is missing.