SOAL: Second-order Online Active Learning

This paper investigates the problem of online active learning for training classification models from sequentially arriving data. This is more challenging than conventional online learning tasks since the learner not only needs to figure out how to effectively update the classifier but also needs to...

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Bibliographic Details
Main Authors: HAO, Shuji, ZHAO, Peilin, LU, Jing, HOI, Steven C. H., MIAO, Chunyan, ZHANG, Chi
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/3446
https://ink.library.smu.edu.sg/context/sis_research/article/4447/viewcontent/SOAL.pdf
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Institution: Singapore Management University
Language: English
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