Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:stochastic_process
|
| gptkbp:application |
density estimation
Bayesian inference nonparametric Bayesian modeling |
| gptkbp:field |
gptkb:machine_learning
statistics Bayesian nonparametrics |
| https://www.w3.org/2000/01/rdf-schema#label |
Dirichlet Processes
|
| gptkbp:introduced |
gptkb:Thomas_S._Ferguson
|
| gptkbp:introducedIn |
1973
|
| gptkbp:namedAfter |
gptkb:Peter_Gustav_Lejeune_Dirichlet
|
| gptkbp:parameter |
concentration parameter
base distribution |
| gptkbp:relatedTo |
gptkb:Dirichlet_distribution
stick-breaking process Chinese Restaurant Process |
| gptkbp:type |
infinite-dimensional distribution
|
| gptkbp:usedFor |
clustering
topic modeling mixture models |
| gptkbp:bfsParent |
gptkb:Bayesian_Learning
|
| gptkbp:bfsLayer |
7
|