An adaptive gradient method for online AUC maximization
Learning for maximizing AUC performance is an important research problem in machine learning. Unlike traditional batch learning methods for maximizing AUC which often suffer from poor scalability, recent years have witnessed some emerging studies that attempt to maximize AUC by single-pass online le...
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Main Authors: | , , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2015
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Online Access: | https://ink.library.smu.edu.sg/sis_research/2638 https://ink.library.smu.edu.sg/context/sis_research/article/3638/viewcontent/AdaptiveGradientAUCmax_2015_aaai.pdf |
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Institution: | Singapore Management University |
Language: | English |