Wide Mean-Field Bayesian Neural Networks Ignore the Data

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]

Authors

Beau Coker

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Wessel P. Bruinsma

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David R. Burt

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Weiwei Pan

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Finale Doshi-Velez

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