Higher-Order Orthogonal Iteration (HOOI)
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
tensor decomposition algorithm
|
| gptkbp:appliesTo |
multi-way data
|
| gptkbp:category |
gptkb:machine_learning
tensor analysis |
| gptkbp:field |
numerical linear algebra
multilinear algebra |
| https://www.w3.org/2000/01/rdf-schema#label |
Higher-Order Orthogonal Iteration (HOOI)
|
| gptkbp:input |
gptkb:Tensor
|
| gptkbp:output |
core tensor
factor matrices |
| gptkbp:proposedBy |
gptkb:Lieven_De_Lathauwer
2000 |
| gptkbp:publishedIn |
gptkb:SIAM_Journal_on_Matrix_Analysis_and_Applications
|
| gptkbp:reduces |
reconstruction error
|
| gptkbp:relatedTo |
gptkb:Tucker_decomposition
Higher-Order Singular Value Decomposition (HOSVD) |
| gptkbp:requires |
alternating least squares
|
| gptkbp:type |
iterative
|
| gptkbp:usedFor |
data compression
dimensionality reduction tensor decomposition |
| gptkbp:bfsParent |
gptkb:Tucker_decomposition
|
| gptkbp:bfsLayer |
6
|