S. Favaro

activity

20122023

most citedAre Gibbs-type priors the most natural generalization of the Dirichlet process?

162 citations · 488 across the 53 of their papers we have counts for

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2 papers · 1 filter

stat.CO2015★ 3 cited

A hybrid sampler for Poisson-Kingman mixture models

Maria Lomeli, Stefano Favaro, Yee Whye Teh

This paper concerns the introduction of a new Markov Chain Monte Carlo scheme for posterior sampling in Bayesian nonparametric mixture models with priors that belong to the general…

stat.CO2014★ 12 cited

A marginal sampler for $σ$ -Stable Poisson-Kingman mixture models

María Lomelí, Stefano Favaro, Yee Whye Teh

We investigate the class of $σ$ -stable Poisson-Kingman random probability measures (RPMs) in the context of Bayesian nonparametric mixture modeling. This is a large class of discre…

A hybrid sampler for Poisson-Kingman mixture models

A marginal sampler for σ-Stable Poisson-Kingman mixture models

A marginal sampler for $σ$ -Stable Poisson-Kingman mixture models