162 citations · 488 across the 53 of their papers we have counts for
4 papers · 1 filter
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…
Bayesian nonparametric inference for discovery probabilities: credible intervals and large sample asymptotics
Julyan Arbel, Stefano Favaro, Bernardo Nipoti +1
Given a sample of size from a population of individuals belonging to different species with unknown proportions, a popular problem of practical interest consists in making infe…
Looking-backward probabilities for Gibbs-type exchangeable random partitions
Sergio Bacallado, Stefano Favaro, Lorenzo Trippa
Gibbs-type random probability measures and the exchangeable random partitions they induce represent the subject of a rich and active literature. They provide a probabilistic framew…
Are Gibbs-type priors the most natural generalization of the Dirichlet process?
P. De Blasi, S. Favaro, A. Lijoi +3
Discrete random probability measures and the exchangeable random partitions they induce are key tools for addressing a variety of estimation and prediction problems in Bayesian inf…