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Scalable Nonlinear AUC Maximization Methods
The kernelized AUC maximization machines have established a superior generalization ability compared to linear AUC machines because of their capability in modeling the complex nonlinear structure underlying most real-world data.
Confidence-Weighted Bipartite Ranking
The experimental results validate the reliability of the proposed algorithms.
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