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...

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Vydáno v:	Applied mathematics and computation Ročník 409; s. 125904
Hlavní autoři:	Le Thi, Hoai An, Le, Hoai Minh, Phan, Duy Nhat, Tran, Bach
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Inc 15.11.2021 Elsevier
Témata:	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
On-line přístup:	Získat plný text
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