Escaping Saddle Points for Zeroth-order Non-convex Optimization using Estimated Gradient Descent

Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal. Escaping Saddle Points for Zeroth-order Non-convex Optimization using Estimated Gradient Descent. In 54th Annual Conference on Information Sciences and Systems, CISS 2020, Princeton, NJ, USA, March 18-20, 2020. pages 1-6, IEEE, 2020. [doi]

@inproceedings{BaiAA20,
  title = {Escaping Saddle Points for Zeroth-order Non-convex Optimization using Estimated Gradient Descent},
  author = {Qinbo Bai and Mridul Agarwal and Vaneet Aggarwal},
  year = {2020},
  doi = {10.1109/CISS48834.2020.1570627382},
  url = {https://doi.org/10.1109/CISS48834.2020.1570627382},
  researchr = {https://researchr.org/publication/BaiAA20},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {54th Annual Conference on Information Sciences and Systems, CISS 2020, Princeton, NJ, USA, March 18-20, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-4085-8},
}