Difference-of-Convex Algorithm with Extrapolation for Nonconvex, Nonsmooth Optimization Problems

被引:0
|
作者
Phan, Duy Nhat [1 ]
Thi, Hoai An Le [2 ,3 ]
机构
[1] UDRI Applied Sensing Division, University of Dayton Research Institute, Dayton,OH,45469, United States
[2] Computer Science and Applications Department, Université de Lorraine, Laboratoire de Génie Informatique, de Production et de Maintenance, Metz,F-57000, France
[3] Institut Universitaire de France, Paris,75231, France
来源
关键词
Adversarial machine learning - Compressed sensing - Consensus algorithm - Convex optimization - Extrapolation - Matrix algebra - Optimization algorithms;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1973 / 1985
相关论文
共 50 条
  • [31] Robustness in Nonsmooth Nonconvex Optimization Problems
    Mashkoorzadeh, F.
    Movahedian, N.
    Nobakhtian, S.
    POSITIVITY, 2021, 25 (02) : 701 - 729
  • [32] A Bregman Divergence View on the Difference-of-Convex Algorithm
    Faust, Oisin
    Fawzi, Hamza
    Saunderson, James
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 206, 2023, 206
  • [33] Testing copositivity with the help of difference-of-convex optimization
    Duer, Mirjam
    Hiriart-Urruty, Jean-Baptiste
    MATHEMATICAL PROGRAMMING, 2013, 140 (01) : 31 - 43
  • [34] Value Function Based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems
    Gao, Lucy
    Ye, Jane J.
    Yin, Haian
    Zeng, Shangzhi
    Zhang, Jin
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, 2022,
  • [35] On the convergence of the iterates of proximal gradient algorithm with extrapolation for convex nonsmooth minimization problems
    Bo Wen
    Xiaoping Xue
    Journal of Global Optimization, 2019, 75 : 767 - 787
  • [36] On the convergence of the iterates of proximal gradient algorithm with extrapolation for convex nonsmooth minimization problems
    Wen, Bo
    Xue, Xiaoping
    JOURNAL OF GLOBAL OPTIMIZATION, 2019, 75 (03) : 767 - 787
  • [37] An inexact successive quadratic approximation method for a class of difference-of-convex optimization problems
    Tianxiang Liu
    Akiko Takeda
    Computational Optimization and Applications, 2022, 82 : 141 - 173
  • [38] On the Rate of Convergence of the Difference-of-Convex Algorithm (DCA)
    Abbaszadehpeivasti, Hadi
    de Klerk, Etienne
    Zamani, Moslem
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2024, 202 (01) : 475 - 496
  • [39] A Bregman proximal subgradient algorithm for nonconvex and nonsmooth fractional optimization problems
    Long, Xian Jun
    Wang, Xiao Ting
    Li, Gao Xi
    Li, Geng Hua
    APPLIED NUMERICAL MATHEMATICS, 2024, 202 : 209 - 221
  • [40] Proximal stochastic recursive momentum algorithm for nonsmooth nonconvex optimization problems
    Wang, Zhaoxin
    Wen, Bo
    OPTIMIZATION, 2024, 73 (02) : 481 - 495