Tensor Linear Regression: Degeneracy and Solution

Tensor Linear Regression: Degeneracy and Solution

Tensor regression is an important and useful tool for analyzing multidimensional array data. To deal with high dimensionality, CANDECOMP/PARAFAC (CP) low-rank constraints are often imposed on the coefficient tensor parameter in the (penalized) loss functions. However, besides the well-known non-iden...

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Príomhchruthaitheoirí: Ya Zhou, Raymond K. W. Wong, Kejun He
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: IEEE 2021-01-01
Sraith:IEEE Access
Ábhair:
High-dimensional regression
low-rank modeling
penalized regression
Rochtain ar líne:https://ieeexplore.ieee.org/document/9316176/

Ar líne

https://ieeexplore.ieee.org/document/9316176/

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