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Acceleration of the PDHGM on Partially Strongly Convex Functions

We propose several variants of the primal–dual method due to Chambolle and Pock. Without requiring full strong convexity of the objective functions, our methods are accelerated on subspaces with strong convexity. This yields mixed rates, [Formula: see text] with respect to initialisation and O(1 / N...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Math Imaging Vis
Egile Nagusiak: Valkonen, Tuomo, Pock, Thomas
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Springer US 2016
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6961483/
https://ncbi.nlm.nih.gov/pubmed/32009737
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10851-016-0692-2
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