43 citations · 242 across the 46 of their papers we have counts for
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stat.ME2016★ 1 cited
Optimal Bayesian estimators for latent variable cluster models
Riccardo Rastelli, Nial Friel
In cluster analysis interest lies in probabilistically capturing partitions of individuals, items or observations into groups, such that those belonging to the same group share sim…
stat.CO2016★ 1 cited
An adaptive MCMC method for multiple changepoint analysis with applications to large datasets
Alan Benson, Nial Friel
We consider the problem of Bayesian inference for changepoints where the number and position of the changepoints are both unknown. In particular, we consider product partition mode…
stat.ME2016
Adaptive Incremental Mixture Markov chain Monte Carlo
Florian Maire, Nial Friel, Antonietta Mira +1
We propose Adaptive Incremental Mixture Markov chain Monte Carlo (AIMM), a novel approach to sample from challenging probability distributions defined on a general state-space. Whi…