Revisiting Normalized Gradient Descent: Fast Evasion of Saddle Points

Ryan Murray, Brian Swenson, Soummya Kar. Revisiting Normalized Gradient Descent: Fast Evasion of Saddle Points. IEEE Trans. Automat. Contr., 64(11):4818-4824, 2019. [doi]

@article{MurraySK19,
  title = {Revisiting Normalized Gradient Descent: Fast Evasion of Saddle Points},
  author = {Ryan Murray and Brian Swenson and Soummya Kar},
  year = {2019},
  doi = {10.1109/TAC.2019.2914998},
  url = {https://doi.org/10.1109/TAC.2019.2914998},
  researchr = {https://researchr.org/publication/MurraySK19},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Automat. Contr.},
  volume = {64},
  number = {11},
  pages = {4818-4824},
}