Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes

Chris Junchi Li, Zhaoran Wang, Han Liu. Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes. In Daniel D. Lee, Masashi Sugiyama, Ulrike V. Luxburg, Isabelle Guyon, Roman Garnett, editors, Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain. pages 4961-4969, 2016. [doi]

@inproceedings{LiWL16-15,
  title = {Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes},
  author = {Chris Junchi Li and Zhaoran Wang and Han Liu},
  year = {2016},
  url = {http://papers.nips.cc/paper/6306-online-ica-understanding-global-dynamics-of-nonconvex-optimization-via-diffusion-processes},
  researchr = {https://researchr.org/publication/LiWL16-15},
  cites = {0},
  citedby = {0},
  pages = {4961-4969},
  booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain},
  editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike V. Luxburg and Isabelle Guyon and Roman Garnett},
}