generalized expectation-maximization
GPTKB entity
Statements (17)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:abbreviation |
gptkb:GEM
|
| gptkbp:application |
latent variable models
incomplete data problems |
| gptkbp:category |
gptkb:logic
|
| gptkbp:feature |
guarantees likelihood increase at each iteration
uses partial maximization in M-step |
| gptkbp:field |
gptkb:machine_learning
statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
generalized expectation-maximization
|
| gptkbp:introduced |
Dempster, Laird, and Rubin
|
| gptkbp:introducedIn |
1977
|
| gptkbp:purpose |
parameter estimation
|
| gptkbp:relatedTo |
gptkb:EM_algorithm
expectation-maximization algorithm |
| gptkbp:bfsParent |
gptkb:expectation-maximization_algorithm
|
| gptkbp:bfsLayer |
7
|