158 citations · 171 across the 4 of their papers we have counts for
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stat.CO2019
Bayesian posterior repartitioning for nested sampling
Xi Chen, Farhan Feroz, Michael Hobson
Priors in Bayesian analyses often encode informative domain knowledge that can be useful in making the inference process more efficient. Occasionally, however, priors may be unrepr…
cs.LG2019★ 3 cited
Bayesian surrogate learning in dynamic simulator-based regression problems
Xi Chen, Mike Hobson
The estimation of unknown values of parameters (or hidden variables, control variables) that characterise a physical system often relies on the comparison of measured data with syn…