Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks

Mingyi Hong, Meisam Razaviyayn, Jason Lee. Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 2014-2023, JMLR.org, 2018. [doi]

@inproceedings{HongRL18,
  title = {Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks},
  author = {Mingyi Hong and Meisam Razaviyayn and Jason Lee},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/hong18a.html},
  researchr = {https://researchr.org/publication/HongRL18},
  cites = {0},
  citedby = {0},
  pages = {2014-2023},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}