Bayesian Model Selection, the Marginal Likelihood, and Generalization

Sanae Lotfi, Pavel Izmailov, Gregory W. Benton, Micah Goldblum, Andrew Gordon Wilson. Bayesian Model Selection, the Marginal Likelihood, and Generalization. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 14223-14247, PMLR, 2022. [doi]

Authors

Sanae Lotfi

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Pavel Izmailov

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Gregory W. Benton

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Micah Goldblum

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Andrew Gordon Wilson

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