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Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling
IISE Transactions ( IF 2.6 ) Pub Date : 2024-03-19 , DOI: 10.1080/24725854.2024.2332910 Upala Junaida Islam 1 , Kamran Paynabar 2 , George Runger 1 , Ashif Sikandar Iquebal 1
IISE Transactions ( IF 2.6 ) Pub Date : 2024-03-19 , DOI: 10.1080/24725854.2024.2332910 Upala Junaida Islam 1 , Kamran Paynabar 2 , George Runger 1 , Ashif Sikandar Iquebal 1
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Active learning provides a framework to adaptively query the most informative experiments towards learning an unknown black-box function. Various approaches of active learning have been proposed in...
中文翻译:
贝叶斯分层建模主动学习回归中的动态探索-利用权衡
主动学习提供了一个框架,可以自适应地查询信息最丰富的实验,以学习未知的黑盒函数。人们提出了各种主动学习方法...
更新日期:2024-03-21
中文翻译:
贝叶斯分层建模主动学习回归中的动态探索-利用权衡
主动学习提供了一个框架,可以自适应地查询信息最丰富的实验,以学习未知的黑盒函数。人们提出了各种主动学习方法...