Regularized Multi-Output Gaussian Convolution Process With Domain Adaptation

Multi-output Gaussian process (MGP) has been attracting increasing attention as a transfer learning method to model multiple outputs. Despite its high flexibility and generality, MGP still faces two critical challenges when applied to transfer learning. The first one is negative transfer, which occu...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 08. Mai, Seite 6142-6156
1. Verfasser: Wang, Xinming (VerfasserIn)
Weitere Verfasser: Wang, Chao, Song, Xuan, Kirby, Levi, Wu, Jianguo
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article