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

28 February 2015

Papers citing "Are Gibbs-type priors the most natural generalization of the Dirichlet process?"

22 / 22 papers shown

Title
Nonparametric priors with full-range borrowing of information Filippo Ascolani Beatrice Franzolini Antonio Lijoi Igor Prunster 70 4 0 01 Oct 2023
Bayesian mixture models (in)consistency for the number of clusters Louise Alamichel D. Bystrova Julyan Arbel Guillaume Kon Kam King 210 6 0 25 Oct 2022
Bayesian Nonparametric Inference for "Species-sampling" Problems Cecilia Balocchi Stefano Favaro Zacharie Naulet 53 7 0 11 Mar 2022
Why the Rich Get Richer? On the Balancedness of Random Partition Models Changwoo J. Lee H. Sang 106 8 0 30 Jan 2022
Contaminated Gibbs-type priors F. Camerlenghi R. Corradin A. Ongaro 23 0 0 26 Aug 2021
A Bayesian nonparametric approach to count-min sketch under power-law data streams Emanuele Dolera Stefano Favaro Stefano Peluchetti 56 8 0 07 Feb 2021
Stick-breaking processes with exchangeable length variables María F. Gil-Leyva R. H. Mena 12 10 0 11 Aug 2020
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 68 22 0 16 Jul 2020
Multiscale stick-breaking mixture models M. Stefanucci A. Canale 41 5 0 16 Jan 2020
Consensus Monte Carlo for Random Subsets using Shared Anchors Yang Ni Yuan Ji P. Müller 60 14 0 28 Jun 2019
Importance conditional sampling for Pitman-Yor mixtures A. Canale R. Corradin Bernardo Nipoti 61 17 0 19 Jun 2019
A simple proof of Pitman-Yor's Chinese restaurant process from its stick-breaking representation Caroline Lawless Julyan Arbel 53 1 0 15 Oct 2018
Sampling and Inference for Beta Neutral-to-the-Left Models of Sparse Networks Benjamin Bloem-Reddy Adam Foster Emile Mathieu Yee Whye Teh 69 5 0 09 Jul 2018
Scalable Bayesian Nonparametric Clustering and Classification Yang Ni Peter Muller M. Diesendruck Sinead Williamson Yitan Zhu Yuan Ji 57 27 0 07 Jun 2018
Hierarchical Species Sampling Models F. Bassetti R. Casarin Luca Rossini 39 20 0 15 Mar 2018
Reducing over-clustering via the powered Chinese restaurant process Jun Lu Meng Li David B. Dunson 50 12 0 15 Feb 2018
Preferential Attachment and Vertex Arrival Times Benjamin Bloem-Reddy Peter Orbanz 63 12 0 05 Oct 2017
Gibbs-type Indian buffet processes Creighton Heaukulani Daniel M. Roy 50 9 0 08 Dec 2015
A hybrid sampler for Poisson-Kingman mixture models Maria Lomeli Stefano Favaro Yee Whye Teh 32 6 0 24 Sep 2015
A Menu-Driven Software Package of Bayesian Nonparametric (and Parametric) Mixed Models for Regression Analysis and Density Estimation G. Karabatsos 45 20 0 17 Jun 2015
Looking-backward probabilities for Gibbs-type exchangeable random partitions S. Bacallado Stefano Favaro L. Trippa 33 10 0 03 Apr 2015
A marginal sampler for $σ$ -Stable Poisson-Kingman mixture models Maria Lomeli Stefano Favaro Yee Whye Teh 176 18 0 16 Jul 2014