Correlated Random Measures
From MaRDI portal
Publication:4690969
DOI10.1080/01621459.2016.1260468zbMath1398.60071arXiv1507.00720OpenAlexW788250537MaRDI QIDQ4690969
David M. Blei, Rajesh Ranganath
Publication date: 23 October 2018
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1507.00720
Gaussian processesBayesian nonparametricsPoisson processeshierarchical modelsrandom measureshealth records
Related Items
Modelling and computation using NCoRM mixtures for density regression, On quasi-infinitely divisible random measures
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A sticky HDP-HMM with application to speaker diarization
- Fixed-form variational posterior approximation through stochastic linear regression
- Nonparametric Bayes estimators based on beta processes in models for life history data
- Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
- Random measures with aftereffects
- The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator
- An introduction to variational methods for graphical models
- Spike and slab variable selection: frequentist and Bayesian strategies
- Completely random measures
- A Bayesian analysis of some nonparametric problems
- Probability and Stochastics
- Variational Bayesian Inference for Parametric and Nonparametric Regression With Missing Data
- Hierarchical Dirichlet Processes
- Graphical Models, Exponential Families, and Variational Inference
- The Predictive Sample Reuse Method with Applications
- Log Gaussian Cox Processes
- Modeling for Dynamic Ordinal Regression Relationships: An Application to Estimating Maturity of Rockfish in California
- Bayesian Density Estimation and Inference Using Mixtures
- Variational Inference for Large-Scale Models of Discrete Choice
- Compound Random Measures and their Use in Bayesian Non-Parametrics
- Variational inference for Dirichlet process mixtures
