Online active learning with expert advice

In literature, learning with expert advice methods usually assume that a learner always obtain the true label of every incoming training instance at the end of each trial. However, in many real-world applications, acquiring the true labels of all instances can be both costly and time consuming, espe...

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Bibliographic Details
Main Authors: Hao, Shuji, Hu, Peiying, Zhao, Peilin, Hoi, Steven C. H., Miao, Chunyan
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/143460
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Institution: Nanyang Technological University
Language: English