Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

Chunyuan Li, Changyou Chen, David E. Carlson, Lawrence Carin. Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks. In Dale Schuurmans, Michael P. Wellman, editors, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA. pages 1788-1794, AAAI Press, 2016. [doi]

@inproceedings{LiCCC16-0,
  title = {Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks},
  author = {Chunyuan Li and Changyou Chen and David E. Carlson and Lawrence Carin},
  year = {2016},
  url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/11835},
  researchr = {https://researchr.org/publication/LiCCC16-0},
  cites = {0},
  citedby = {0},
  pages = {1788-1794},
  booktitle = {Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA},
  editor = {Dale Schuurmans and Michael P. Wellman},
  publisher = {AAAI Press},
}