CP Decomposition (SImple Implementation)

A new deflation-based iterative algorithm allowing to compute the full CP decomposition, by resorting only to rank-one approximations.

Version 1.0.1 (1.42 KB)
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13 Feb 2020

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Please Refer to the following paper: AN ITERATIVE DEFLATION ALGORITHM FOR EXACT CP TENSOR DECOMPOSITION" by Alex P. da Silva ,Pierre Comon, and Andŕe L.F. de Almeida

Cite As

Mohsen Joneidi (2026). CP Decomposition (SImple Implementation) (https://www.mathworks.com/matlabcentral/fileexchange/72932-cp-decomposition-simple-implementation), MATLAB Central File Exchange. Retrieved .

da Silva, Alex P., Pierre Comon, and André LF de Almeida. "An iterative deflation algorithm for exact cp tensor decomposition." 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2015.

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
1.0.1

kr and vec functions are added.
1.0.0