A Fast and Convergent Proximal Algorithm for Regularized Nonconvex and Nonsmooth Bi-level Optimization

被引:0
|
作者
Chen, Ziyi [1 ]
Kailkhura, Bhavya [2 ]
Zhou, Yi [1 ]
机构
[1] Department of Electrical and Computer Engineering, University of Utah, Salt Lake City,UT, United States
[2] Lawrence Livermore National Lab, Livermore,CA, United States
来源
arXiv | 2022年
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Machine learning
引用
收藏
相关论文
共 50 条
  • [1] An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization
    Ziyi Chen
    Bhavya Kailkhura
    Yi Zhou
    Machine Learning, 2023, 112 : 1433 - 1463
  • [2] An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization
    Chen, Ziyi
    Kailkhura, Bhavya
    Zhou, Yi
    MACHINE LEARNING, 2023, 112 (05) : 1433 - 1463
  • [3] An inexact regularized proximal Newton method for nonconvex and nonsmooth optimization
    Liu, Ruyu
    Pan, Shaohua
    Wu, Yuqia
    Yang, Xiaoqi
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2024, 88 (02) : 603 - 641
  • [4] An inexact regularized proximal Newton method for nonconvex and nonsmooth optimization
    Ruyu Liu
    Shaohua Pan
    Yuqia Wu
    Xiaoqi Yang
    Computational Optimization and Applications, 2024, 88 : 603 - 641
  • [5] Convergence of the proximal bundle algorithm for nonsmooth nonconvex optimization problems
    Monjezi, N. Hoseini
    Nobakhtian, S.
    OPTIMIZATION LETTERS, 2022, 16 (05) : 1495 - 1511
  • [6] Convergence of the proximal bundle algorithm for nonsmooth nonconvex optimization problems
    N. Hoseini Monjezi
    S. Nobakhtian
    Optimization Letters, 2022, 16 : 1495 - 1511
  • [7] Perturbed proximal primal–dual algorithm for nonconvex nonsmooth optimization
    Davood Hajinezhad
    Mingyi Hong
    Mathematical Programming, 2019, 176 : 207 - 245
  • [8] Proximal ADMM for nonconvex and nonsmooth optimization
    Yang, Yu
    Jia, Qing-Shan
    Xu, Zhanbo
    Guan, Xiaohong
    Spanos, Costas J.
    AUTOMATICA, 2022, 146
  • [9] 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
  • [10] Perturbed proximal primal-dual algorithm for nonconvex nonsmooth optimization
    Hajinezhad, Davood
    Hong, Mingyi
    MATHEMATICAL PROGRAMMING, 2019, 176 (1-2) : 207 - 245