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05/23/2022
Split personalities in Bayesian Neural Networks: the case for full marginalisation
The true posterior distribution of a Bayesian neural network is massivel...
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04/25/2020
Compromise-free Bayesian neural networks
We conduct a thorough analysis of the relationship between the out-of-sa...
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01/25/2019
Bayesian surrogate learning in dynamic simulator-based regression problems
The estimation of unknown values of parameters (or hidden variables, con...
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04/16/2018
Nestcheck: diagnostic tests for nested sampling calculations
Nested sampling is an increasingly popular technique for Bayesian comput...
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04/16/2018
Diagnostic Tests for Nested Sampling Calculations
Nested sampling is an increasingly popular technique for Bayesian comput...
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03/16/2018