Deep Clustering : On the Link Between Discriminative Models and K-Means

In the context of recent deep clustering studies, discriminative models dominate the literature and report the most competitive performances. These models learn a deep discriminative neural network classifier in which the labels are latent. Typically, they use multinomial logistic regression posteri...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 6 vom: 01. Juni, Seite 1887-1896
1. Verfasser:	Jabi, Mohammed (VerfasserIn)
Weitere Verfasser:	Pedersoli, Marco, Mitiche, Amar, Ayed, Ismail Ben
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