Geodesic Multi-Class SVM with Stiefel Manifold Embedding

Manifold of geodesic plays an essential role in characterizing the intrinsic data geometry. However, the existing SVM methods have largely neglected the manifold structure. As such, functional degeneration may occur due to the potential polluted training. Even worse, the entire SVM model might colla...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2021) vom: 30. März
Auteur principal:	Zhang, Rui (Auteur)
Autres auteurs:	Li, Xuelong, Zhang, Hongyuan, Jiao, Ziheng
Format:	Article en ligne
Langue:	English
Publié:	2021
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article