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Deflation Method for CANDECOMP/PARAFAC Tensor Decomposition
not work for tensors, because the deflation does not always reduce the tensor rank reductions. At each deflation stage, the residue tensor is constrained to have a reducedCANDECOMP/PARAFAC tensor...
BB - Aplikovaná statistika, operační výzkum
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Tensor Deflation for CANDECOMP/PARAFAC - Part II: Initialization and Error Analysis
In Part I of the study of the tensor deflation for CANDECOMP/PARAFAC, we have shown that the rank-1 tensor de- flation is applicable under some conditions. Part to be orthogonal. Finally, Part II provides an error analysis ...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Rank Splitting for CANDECOMP/PARAFAC
CANDECOMP/PARAFAC (CP) approximates multiway data by a sum of rank-1 tensors. Our recent study has presented a method to rank-1 tensor deflation, i.e. sequential extraction of rank-1 tensor components. In this pape...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Tensor Deflation for CANDECOMP/PARAFAC - Part I: Alternating Subspace Update Algorithm
, because the deflation does not always reduce the tensor rank. In this paper, we-1 reductions. At each deflation stage, the residue tensor is constrained to haveCANDECOMP/PARAFAC (CP) approximates multiway data by...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition
Canonical polyadic decomposition of tensor is to approximate or express the tensor by sum of rank-1 tensors. When all or almost all components of factor matrices of the tensor are highly collinear, the decompositio...
BB - Aplikovaná statistika, operační výzkum
- 2016 •
- D
Rok uplatnění
D - Stať ve sborníku
Positive Aspects of Interim Czech Deflation
Basic themes of document: deflation; bening deflation; deflation costs; deflation benefits...
AH - Ekonomie
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
How to deflate statistically?
Basic themes of document: statitical deflation; deflator; paasche price index; Laspeares price index; implicit deflator...
AH - Ekonomie
- 2004 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Consequences of Deflation in the Czech Economy.
Basic themes in document: deflation; structural features of Czech deflation; exchange rate.
AH - Ekonomie
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Inflation, sex, deflation and Japan.
Basic themes in document: inflation; deflation; fear of deflation; nominal wates regidities.
AH - Ekonomie
- 2002 •
- D
Rok uplatnění
D - Stať ve sborníku
Should we Fear Deflation.
Basic themes in document: inflation; costs of inflation; deflation; costs of deflation; liquidity tra.
AH - Ekonomie
- 2002 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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