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An adaptive Gradient-type Method for Composite Optimization Problems with Gradient Dominance Condition and Generalized Smoothness1

Journal of physics. Conference series, 2021-01, Vol.1740 (1) [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1740/1/012066

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  • Title:
    An adaptive Gradient-type Method for Composite Optimization Problems with Gradient Dominance Condition and Generalized Smoothness1
  • Author: Stonyakin, Fedor ; Kuznetsova, Olesya ; Artamonov, Sergei ; Baran, Inna ; Fitaev, Ibraim
  • Subjects: Optimization
  • Is Part Of: Journal of physics. Conference series, 2021-01, Vol.1740 (1)
  • Description: We consider an interesting class of composite optimization problems with a gradient dominance condition and introduce corresponding analogue of the recently proposed concept of an inexact oracle. This concept is applied to some classes of smooth functional.
  • Publisher: Bristol: IOP Publishing
  • Language: English
  • Identifier: ISSN: 1742-6588
    EISSN: 1742-6596
    DOI: 10.1088/1742-6596/1740/1/012066
  • Source: Geneva Foundation Free Medical Journals at publisher websites
    IOP Publishing (Open access)
    IOPscience (Open Access)
    ProQuest Central

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