Bayesian nonparametric clustering as a community detection problem
From MaRDI portal
Publication:830551
DOI10.1016/j.csda.2020.107044OpenAlexW2963487313MaRDI QIDQ830551
Publication date: 7 May 2021
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: http://www.unive.it/pag/fileadmin/user_upload/dipartimenti/economia/doc/Pubblicazioni_scientifiche/working_papers/2019/WP_DSE_tonellato_20_19.pdf
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
- Estimating the dimension of a model
- Ferguson distributions via Polya urn schemes
- Bayesian cluster analysis: point estimation and credible balls (with discussion)
- Estimation and model selection for model-based clustering with the conditional classification likelihood
- Comparing clusterings -- an information based distance
- Finite mixture and Markov switching models.
- A Bayesian analysis of some nonparametric problems
- Hierarchical Bayesian nonparametric mixture models for clustering with variable relevance determination
- Inconsistency of Pitman-Yor process mixtures for the number of components
- Sampling the Dirichlet Mixture Model with Slices
- Density Estimation With Confidence Sets Exemplified by Superclusters and Voids in the Galaxies
- Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models
- Finding Groups in Data
- Bayesian cluster analysis
- Sequential importance sampling for nonparametric Bayes models: The next generation
- Model-Based Clustering, Discriminant Analysis, and Density Estimation
- Gibbs Sampling Methods for Stick-Breaking Priors
- Variable Selection for Model-Based Clustering
- Modal clustering in a class of product partition models
- Improved criteria for clustering based on the posterior similarity matrix
- Splitting and merging components of a nonconjugate Dirichlet process mixture model
