Budget efficient online active learning and its applications

Online Active Learning (OAL) has been an important research area in machine learning, which aims to minimize the number of labeled instances and maximize the predictive performance meanwhile. OAL has both the efficiency and effectiveness of online learning and the labeling frugality of active learni...

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Bibliographic Details
Main Author: Hao, Shuji
Other Authors: Miao Chun Yan
Format: Theses and Dissertations
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/69462
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Institution: Nanyang Technological University
Language: English