An Adaptive Robust Online Method for AUC Maximization

Recently, increasing attention has been focused on the problem of online AUC maximization, and a great deal of efficient algorithms has been proposed. In spite of the promising performance of those online algorithms, however, most of them are sensitive to the outliers, which make them unsuitable for...

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Bibliographic Details
Main Authors: Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, Lei Zhang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8463453/