63 citations · 531 across the 74 of their papers we have counts for
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stat.CO2015
Scalable Bayesian Inference for the Inverse Temperature of a Hidden Potts Model
Matthew T. Moores, Geoff K. Nicholls, Anthony N. Pettitt +1
The inverse temperature parameter of the Potts model governs the strength of spatial cohesion and therefore has a major influence over the resulting model fit. A difficulty arises…
stat.ME2015★ 63 cited
Overfitting Bayesian Mixture Models with an Unknown Number of Components
Zoe van Havre, Nicole White, Judith Rousseau +1
This paper proposes solutions to three issues pertaining to the estimation of finite mixture models with an unknown number of components: the non-identifiability induced by overfit…