Dirichlet process mixture models
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
Bayesian nonparametric model |
| gptkbp:allows |
unknown number of clusters
|
| gptkbp:application |
genetics
image analysis topic modeling |
| gptkbp:basedOn |
gptkb:Dirichlet_process
|
| gptkbp:category |
unsupervised learning
|
| gptkbp:generalizes |
finite mixture models
|
| https://www.w3.org/2000/01/rdf-schema#label |
Dirichlet process mixture models
|
| gptkbp:inferenceMethod |
gptkb:Markov_chain_Monte_Carlo
variational inference |
| gptkbp:introduced |
gptkb:Thomas_S._Ferguson
|
| gptkbp:introducedIn |
1973
|
| gptkbp:prior |
gptkb:Dirichlet_process
|
| gptkbp:relatedTo |
mixture models
infinite mixture models |
| gptkbp:usedFor |
density estimation
clustering |
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:bfsParent |
gptkb:Gaussian_mixture_models
|
| gptkbp:bfsLayer |
6
|