Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:organization
gptkb:stochastic_process |
| gptkbp:application |
density estimation
topic modeling infinite mixture models |
| gptkbp:field |
gptkb:machine_learning
statistics |
| gptkbp:generalizes |
gptkb:Dirichlet_distribution
|
| https://www.w3.org/2000/01/rdf-schema#label |
Dirichlet process
|
| gptkbp:introduced |
gptkb:Thomas_Ferguson
|
| gptkbp:introducedIn |
1973
|
| gptkbp:namedAfter |
gptkb:Peter_Gustav_Lejeune_Dirichlet
|
| gptkbp:parameter |
concentration parameter
base distribution |
| gptkbp:relatedTo |
gptkb:Polya_urn_scheme
gptkb:Chinese_restaurant_process stick-breaking process |
| gptkbp:type |
random probability measure
|
| gptkbp:usedFor |
clustering
mixture models |
| gptkbp:usedIn |
Bayesian nonparametrics
|
| gptkbp:bfsParent |
gptkb:Dirichlet_distribution
gptkb:Pólya_urn_model |
| gptkbp:bfsLayer |
6
|