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Local convergence of tensor methods

In this paper, we study local convergence of high-order Tensor Methods for solving convex optimization problems with composite objective. We justify local superlinear convergence under the assumption of uniform convexity of the smooth component, having Lipschitz-continuous high-order derivative. The...

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Detalles Bibliográficos
Autores principales: Doikov, Nikita, Nesterov, Yurii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038832/
https://www.ncbi.nlm.nih.gov/pubmed/35535049
http://dx.doi.org/10.1007/s10107-020-01606-x