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11/17/2020
VIB is Half Bayes
In discriminative settings such as regression and classification there a...
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10/19/2020
PAC^m-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime
While the decision-theoretic optimality of the Bayesian formalism under ...
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06/16/2020
Density of States Estimation for Out-of-Distribution Detection
Perhaps surprisingly, recent studies have shown probabilistic model like...
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03/03/2020