Hierarchical Dirichlet process
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
nonparametric Bayesian method |
| gptkbp:allows |
sharing of mixture components across groups
|
| gptkbp:basedOn |
gptkb:Dirichlet_process
|
| gptkbp:describedBy |
gptkb:Journal_of_the_American_Statistical_Association
Teh, Y. W., Jordan, M. I., Beal, M. J., & Blei, D. M. (2006). Hierarchical Dirichlet Processes. JASA, 101(476), 1566-1581. |
| gptkbp:generalizes |
gptkb:Dirichlet_process_mixture_model
|
| gptkbp:hasApplication |
genetics
image analysis document clustering |
| https://www.w3.org/2000/01/rdf-schema#label |
Hierarchical Dirichlet process
|
| gptkbp:parameter |
concentration parameter
base distribution |
| gptkbp:proposedBy |
gptkb:Yee_Whye_Teh
2006 |
| gptkbp:relatedTo |
Bayesian nonparametrics
Chinese restaurant franchise infinite mixture models |
| gptkbp:usedIn |
gptkb:machine_learning
clustering topic modeling |
| gptkbp:bfsParent |
gptkb:Yee-Whye_Teh
|
| gptkbp:bfsLayer |
6
|