Beau Coker, Wessel P. Bruinsma, David R. Burt, Weiwei Pan, Finale Doshi-Velez. Wide Mean-Field Bayesian Neural Networks Ignore the Data. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 5276-5333, PMLR, 2022. [doi]
@inproceedings{CokerBBPD22,
title = {Wide Mean-Field Bayesian Neural Networks Ignore the Data},
author = {Beau Coker and Wessel P. Bruinsma and David R. Burt and Weiwei Pan and Finale Doshi-Velez},
year = {2022},
url = {https://proceedings.mlr.press/v151/coker22a.html},
researchr = {https://researchr.org/publication/CokerBBPD22},
cites = {0},
citedby = {0},
pages = {5276-5333},
booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event},
editor = {Gustau Camps-Valls and Francisco J. R. Ruiz and Isabel Valera},
volume = {151},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}