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MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions

Many optimization problems arising in high-dimensional statistics decompose naturally into a sum of several terms, where the individual terms are relatively simple but the composite objective function can only be optimized with iterative algorithms. In this paper, we are interested in optimization p...

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Bibliographic Details
Published in:J Mach Learn Res
Main Authors: Barber, Rina Foygel, Sidky, Emil Y.
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5789814/
https://ncbi.nlm.nih.gov/pubmed/29391859
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