Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction

As an effective learning paradigm against insufficient training samples, multi-task learning (MTL) encourages knowledge sharing across multiple related tasks so as to improve the overall performance. In MTL, a major challenge springs from the phenomenon that sharing the knowledge with dissimilar and...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 11 vom: 01. Nov., Seite 4094-4110
1. Verfasser:	Yang, Zhiyong (VerfasserIn)
Weitere Verfasser:	Xu, Qianqian, Cao, Xiaochun, Huang, Qingming
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2021
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't