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Black-box Coreset Variational Inference

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Nov 04, 2022
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TyXe: Pyro-based Bayesian neural nets for Pytorch

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Oct 01, 2021
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Sparse Uncertainty Representation in Deep Learning with Inducing Weights

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May 30, 2021
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Bayesian Online Meta-Learning with Laplace Approximation

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Apr 30, 2020
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Gaussian Mean Field Regularizes by Limiting Learned Information

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Feb 12, 2019
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Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting

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May 20, 2018
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Practical Gauss-Newton Optimisation for Deep Learning

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Jun 13, 2017
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