Learning Structured Weight Uncertainty in Bayesian Neural Networks

Shengyang Sun, Changyou Chen, Lawrence Carin. Learning Structured Weight Uncertainty in Bayesian Neural Networks. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 1283-1292, JMLR.org, 2017. [doi]

@inproceedings{SunCC17,
  title = {Learning Structured Weight Uncertainty in Bayesian Neural Networks},
  author = {Shengyang Sun and Changyou Chen and Lawrence Carin},
  year = {2017},
  url = {http://proceedings.mlr.press/v54/sun17b.html},
  researchr = {https://researchr.org/publication/SunCC17},
  cites = {0},
  citedby = {0},
  pages = {1283-1292},
  booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA},
  editor = {Aarti Singh and Xiaojin (Jerry) Zhu},
  volume = {54},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}