An adaptive mini-batch stochastic gradient method for AUC maximization
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DOI: 10.1016/j.neucom.2018.08.041
Abstract: Abstract Due to the wide applications in imbalanced learning, directly optimizing AUC has gained increasing interest in recent years. Compared with traditional batch learning methods, which often suffer from poor scalability, it is more challenging… read more here.
Keywords: gradient method; method auc; batch; gradient ... See more keywords