Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems

Mingyi Hong University of Minnesota Zhi-Quan Luo Chinese University of Hong Kong (Shenzhen)) Meisam Razaviyayn University of Southern California

Optimization and Control mathscidoc:2004.27018

Silver Award Paper in 2020

Siam Journal On Optimization, 26, (1), 2016.1
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Non-Convex Optimization, ADMM, Global Convergence
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@inproceedings{mingyi2016convergence,
  title={CONVERGENCE ANALYSIS OF ALTERNATING DIRECTION METHOD OF MULTIPLIERS FOR A FAMILY OF NONCONVEX PROBLEMS},
  author={Mingyi Hong, Zhi-Quan Luo, and Meisam Razaviyayn},
  url={http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20200429120447643411661},
  booktitle={Siam Journal On Optimization},
  volume={26},
  number={1},
  year={2016},
}
Mingyi Hong, Zhi-Quan Luo, and Meisam Razaviyayn. CONVERGENCE ANALYSIS OF ALTERNATING DIRECTION METHOD OF MULTIPLIERS FOR A FAMILY OF NONCONVEX PROBLEMS. 2016. Vol. 26. In Siam Journal On Optimization. http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20200429120447643411661.
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