Chinese restaurant process

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf gptkb:stochastic_process
gptkbp:analogy customers sitting at tables in a restaurant
gptkbp:application gptkb:machine_learning
clustering
topic modeling
gptkbp:category exchangeable partition probability function
gptkbp:describes random partitioning of integers
gptkbp:field gptkb:probability_theory
Bayesian statistics
gptkbp:generalizes gptkb:Ewens's_sampling_formula
https://www.w3.org/2000/01/rdf-schema#label Chinese restaurant process
gptkbp:introduced gptkb:David_Aldous
gptkbp:introducedIn 1985
gptkbp:mathematicalObject random partition
gptkbp:parameter concentration parameter
gptkbp:property exchangeability
gptkbp:relatedTo gptkb:Dirichlet_process
gptkb:Indian_buffet_process
stick-breaking process
gptkbp:usedFor infinite mixture models
gptkbp:usedIn nonparametric Bayesian models
gptkbp:bfsParent gptkb:Kingman’s_paintbox_process
gptkbp:bfsLayer 6