Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes

Roman Novak, Lechao Xiao, Yasaman Bahri, Jaehoon Lee, Greg Yang, Jiri Hron, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein. Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

@inproceedings{NovakXBLYHAPS19,
  title = {Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes},
  author = {Roman Novak and Lechao Xiao and Yasaman Bahri and Jaehoon Lee and Greg Yang and Jiri Hron and Daniel A. Abolafia and Jeffrey Pennington and Jascha Sohl-Dickstein},
  year = {2019},
  url = {https://openreview.net/forum?id=B1g30j0qF7},
  researchr = {https://researchr.org/publication/NovakXBLYHAPS19},
  cites = {0},
  citedby = {0},
  booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
}