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PAC$^m$-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime


Oct 19, 2020
Warren R. Morningstar, Alexander A. Alemi, Joshua V. Dillon

* Submitted to AISTATS 2021 

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Density of States Estimation for Out-of-Distribution Detection


Jun 22, 2020
Warren R. Morningstar, Cusuh Ham, Andrew G. Gallagher, Balaji Lakshminarayanan, Alexander A. Alemi, Joshua V. Dillon

* Submitted to NeurIPS. Corrected footnote from: "34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada" to "Preprint. Under review." 

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Automatic Differentiation Variational Inference with Mixtures


Mar 05, 2020
Warren R. Morningstar, Sharad M. Vikram, Cusuh Ham, Andrew Gallagher, Joshua V. Dillon

* Submitted to UAI 2020 

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