Region-Based Active Learning with Hierarchical and Adaptive Region Construction

Learning of classification models in practice often relies on human annotation effort in which humans assign class labels to data instances. As this process can be very time-consuming and costly, finding effective ways to reduce the annotation cost becomes critical for building such models. To solve...

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Bibliographic Details
Published in:Proceedings of the ... SIAM International Conference on Data Mining Vol. 2019; p. 441
Main Authors: Luo, Zhipeng, Hauskrecht, Milos
Format: Journal Article
Language:English
Published: United States 01.05.2019
ISSN:2167-0102
Online Access:Get more information
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