Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate

A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

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Basic principles of ROC analysis

Charles E. Metz · Seminars in Nuclear Medicine · 1978 · 6.1K citations

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AUC Optimization vs. Error Rate Minimization

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On the convergence of von Neumann's alternating projection algorithm for two sets

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Beyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization

Elad Hazan, Satyen Kale · Journal of Machine Learning Research · 2014 · 234 citations

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