Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:application |
Regression
Topic Modeling Clustering Density Estimation |
| gptkbp:characteristic |
Flexible model complexity
Infinite-dimensional parameter space |
| gptkbp:contrastsWith |
Parametric Bayesian Methods
|
| gptkbp:fieldOfStudy |
gptkb:Machine_Learning
Statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Bayesian Nonparametrics
|
| gptkbp:notableContributor |
gptkb:David_J._C._MacKay
gptkb:Yee_Whye_Teh gptkb:Michael_I._Jordan gptkb:Zoubin_Ghahramani |
| gptkbp:notablePublication |
Bayesian Nonparametric Models (Gershman & Blei, 2012)
A Tutorial on Bayesian Nonparametric Models (Gershman & Blei, 2012) Bayesian Nonparametric Inference and the Dirichlet Process (Ferguson, 1973) |
| gptkbp:relatedTo |
gptkb:Gaussian_Process
Chinese Restaurant Process Dirichlet Process Indian Buffet Process |
| gptkbp:uses |
Probability Theory
Bayesian Inference Nonparametric Models |
| gptkbp:bfsParent |
gptkb:NeurIPS_2013
|
| gptkbp:bfsLayer |
6
|