5 citations · 7 across the 3 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
stat.ML2020
Compromise-free Bayesian neural networks
Kamran Javid, Will Handley, Mike Hobson +1
We conduct a thorough analysis of the relationship between the out-of-sample performance and the Bayesian evidence (marginal likelihood) of Bayesian neural networks (BNNs), as well…
stat.CO2020
Geometric nested sampling: sampling from distributions defined on non-trivial geometries
Kamran Javid
Metropolis Hastings nested sampling evolves a Markov chain, accepting new points along the chain according to a version of the Metropolis Hastings acceptance ratio, which has been…