Dangers of Bayesian Model Averaging under Covariate Shift

Pavel Izmailov, Patrick Nicholson, Sanae Lotfi, Andrew Gordon Wilson. Dangers of Bayesian Model Averaging under Covariate Shift. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 3309-3322, 2021. [doi]

Abstract

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