Domain adaption via feature selection on explicit feature map

In most domain adaption approaches, all features are used for domain adaption. However, often, not every feature is beneficial for domain adaption. In such cases, incorrectly involving all features might cause the performance to degrade. In other words, to make the model trained on the source domain...

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Bibliographic Details
Main Authors: Deng, Wan-Yu, Lendasse, Amaury, Ong, Yew-Soon, Tsang, Ivor Wai-Hung, Chen, Lin, Zheng, Qing-Hua
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140627