Second-order online active learning and its applications

The goal of online active learning is to learn predictive models from a sequence of unlabeled data given limited label querybudget. Unlike conventional online learning tasks, online active learning is considerably more challenging because of two reasons.Firstly, it is difficult to design an effectiv...

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Bibliographic Details
Main Authors: HAO, Shuji, LU, Jing, ZHAO, Peilin, ZHANG, Chi, HOI, Steven C. H., MIAO, Chunyan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
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Online Access:https://ink.library.smu.edu.sg/sis_research/4132
https://ink.library.smu.edu.sg/context/sis_research/article/5135/viewcontent/Second_order_Online_Active_Learning_and_Its.pdf
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Institution: Singapore Management University
Language: English

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