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One-pass AUC optimization

  • Published:2016-07 Issue: Volume:236 Page:1-29
  • ISSN:0004-3702
  • Container-title:Artificial Intelligence
  • language:en
  • Short-container-title:Artificial Intelligence

Author:

Gao Wei,Wang Lu,Jin Rong,Zhu Shenghuo,Zhou Zhi-Hua

Funder

National Science Foundation of China

National Key Basic Research Program of China

Jiangsu Science Foundation

Publisher

Elsevier BV

Subject

Artificial Intelligence,Linguistics and Language,Language and Linguistics

Reference53 articles.

1. Surrogate regret bounds for the area under the ROC curve via strongly proper losses;Agarwal,2013

2. Generalization bounds for the area under the ROC curve;Agarwal;J. Mach. Learn. Res.,2005

3. Generalization bounds for ranking algorithms via algorithmic stability;Agarwal;J. Mach. Learn. Res.,2009

4. Learnability of bipartite ranking functions;Agarwal,2005

5. Random features for large-scale kernel machines;Ali,2007

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