Novel DCA based algorithms for a special class of nonconvex problems with application in machine learning

•We address the problem of minimizing the sum of a nonconvex, differentiable function and composite functions by DC (Difference of Convex functions) programming and DCA (DC Algorithm).•We first develop a standard DCA scheme especially dealing with the very specific structure of this problem.•Further...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Applied mathematics and computation Jg. 409; S. 125904
Hauptverfasser:	Le Thi, Hoai An, Le, Hoai Minh, Phan, Duy Nhat, Tran, Bach
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 15.11.2021 Elsevier
Schlagworte:	Accelerated DCA Accelerated DCA-Like Computer Science DC programming DCA DCA-Like Dimensionality reduction Sum of nonconvex function and composite functions t-distributed Stochastic Neighbor Embedding (t-SNE) Dimensionality reduction DCA Accelerated DCA Sum of nonconvex function and composite functions DC programming DCA-Like Accelerated DCA-Like t-distributed Stochastic Neighbor Embedding (t-SNE) T-SNE Accelerated DCA-like DCA-like
ISSN:	0096-3003, 1873-5649
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!