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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.

A. Cichocki, N. Lee, I. Oseledets, A. Phan, Q. Zhao, and D. Mandic. Found. Trends Mach. Learn., 9 (4-5): 249-429 (2016)

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Felix Cichocki

Magdalena Cichocki

Andrzej Piotrowski

Andrzej Tomczyk

Andrzej Debski

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An analysis of the CCA approach for blind source separation and its adaptive realization.W. Liu, D. Mandic, and A. Cichocki. ISCAS, IEEE, (2006)Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials.F. Cong, G. Zhou, Q. Zhao, Q. Wu, A. Nandi, T. Ristaniemi, and A. Cichocki. MLSP, page 1-6. IEEE, (2012)Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective.G. Zhou, A. Cichocki, Q. Zhao, and S. Xie. IEEE Signal Process. Mag., 31 (3): 54-65 (2014)A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations.Z. He, S. Xie, L. Zhang, and A. Cichocki. Neural Comput., 20 (3): 636-643 (2008)Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes.J. Dauwels, F. Vialatte, T. Weber, and A. Cichocki. Neural Comput., 21 (8): 2152-2202 (2009)Quantifying Statistical Interdependence, Part III: N > 2 Point Processes.J. Dauwels, T. Weber, F. Vialatte, T. Musha, and A. Cichocki. Neural Comput., 24 (2): 408-454 (2012)Bayesian Robust Tensor Factorization for Incomplete Multiway Data.Q. Zhao, G. Zhou, L. Zhang, A. Cichocki, and S. ichi Amari. IEEE Trans. Neural Networks Learn. Syst., 27 (4): 736-748 (2016)L3C-Stereo: Lossless Compression for Stereo Images.Z. Huang, Z. Sun, F. Duan, A. Cichocki, P. Ruan, and C. Li. CoRR, (2021)Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis.Y. Zhang, G. Zhou, J. Jin, X. Wang, and A. Cichocki. Int. J. Neural Syst., (2014)Adaptive Cross Tubal Tensor Approximation.S. Ahmadi-Asl, A. Phan, A. Cichocki, A. Sozykina, Z. Aghbari, J. Wang, and I. Oseledets. CoRR, (2023)

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Disambiguation of "Cichocki, Andrzej"

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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.

Please choose a person to relate this publication to

Felix Cichocki

Magdalena Cichocki

Andrzej Piotrowski

Andrzej Tomczyk

Andrzej Debski

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Cichocki, Andrzej"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.

Please choose a person to relate this publication to

Felix Cichocki

Magdalena Cichocki

Andrzej Piotrowski

Andrzej Tomczyk

Andrzej Debski

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.