tensor rank decomposition

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_concept
gptkbp:alsoKnownAs gptkb:CANDECOMP/PARAFAC_decomposition
gptkbp:application data compression
feature extraction
latent variable modeling
gptkbp:describes representation of a tensor as a sum of rank-1 tensors
gptkbp:field linear algebra
multilinear algebra
tensor analysis
gptkbp:generalizes matrix rank decomposition
https://www.w3.org/2000/01/rdf-schema#label tensor rank decomposition
gptkbp:introduced Harshman
Carroll and Chang
gptkbp:introducedIn 1970
gptkbp:output tensor rank
gptkbp:relatedTo singular value decomposition
matrix rank decomposition
gptkbp:usedIn gptkb:machine_learning
gptkb:signal_processing
gptkb:chemometrics
psychometrics
gptkbp:bfsParent gptkb:Segre_variety
gptkbp:bfsLayer 7