- Stable, Robust and Super Fast Reconstruction of Tensors Using Multi-Way Projections

Cesar F. Caiafa & Andrzej Cichocki
IEEE Transactions on Signal Processing, vol. 63, issue 3, pp. 780-793  

 

- Tensor Decompositions for Signal Processing Applications. From Two-way to Multiway Component Analysis

A. Cichocki, D. Mandic, C. Caiafa, A-H. Phan, G. Zhou, Q. Zhao, and L. De Lathauwer
IEEE Signal Processing Magazine, vol. 32, issue 2, pp. 145-163  

 

- Cooperative peer­to­peer multiagent based systems

Caram Leonidas F., Caiafa, Cesar F., Proto, Araceli N., Ausloos, M.
Physical Review E - APS ISSN 1539-3755 - (2015)

 

- Complex network representation of multiagent systems with cooperative and competitive interactions

Leonidas Facundo Caram, Cesar Federico Caiafa, Araceli Noemi Proto
AAPP - VOL 92, Supplement No 1 (2014): Pisrs Proceedings (Part III), Partial Issue  

 

- Fast and stable recovery of approximately low multilinear rank tensors from multi­way compressive measurements

Cesar F. Caiafa, Andrzej Cichocki.
IEEE International Conference on Acoustic, Speech and Signal Processing - (2014), p. 6790 - 6794  

 

- A fast gradient approximation for nonlinear blind signal processing

Jordi Solé-Casals, Cesar F. Caiafa
Springer ISSN 1866-9956, December 2013, Volume 5, Issue 4, pp 483-492  

 

- Multidimensional Compressed Sensing and their Applications

César Caiafa
Revista "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery" ISSN: 1942-4795.

 

- Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method

Zhao, Qibin; Caiafa, Cesar F.; Mandic, Danilo P.; Chao, Zenas C.; Nagasaka, Yasuo; Fujii, Naotaka; Zhang, Liqing; Cichocki, Andrzej
Computer Science - Artificial Intelligence  

 

- Computing sparse representations of multidimensional signals using Kronecker bases

Cesar F. Caiafa and Andrzej Cichocki.
MIT Press Journals ISSN 0899-7667 - Vol. 25, no. 1, (2013), p. 186-220  

 

- Tensor Decompositions Tools for Multidimensional CS

Cesar F. Caiafa, Andrzej Cichocki
Proceedings of SPARS

 

- Using generic order moments for separation of dependent sources with linear conditional expectations

Cesar F. Caiafa and Ercan E. Kuruoglu
Proceedings EUSIPCO 2013

 

- Block sparse representations of tensors using kronecker bases

Cesar F. Caiafa, Andrzej Cichoki
Proceedings of IEEE, p.2709-2712 (2012)  

 

- On the conditions for valid objective functions in blind separation of independent and dependent sources

Cesar F. Caiafa
EURASIP Journal of Advances on Signal Processing - Springer ISSN 1687-6180 (2012), p. 255  

 

- A simple approximation for fast nonlinear deconvolution

Jordi Solé-Casals and Cesar F. Caiafa
Springer(Lecture notes in computer science) - Vol. 7015, (2011), p. 55-62  

 

- A multilinear subspace regression method using orthogonal tensors decompositions

Zhao, Qibin, Caiafa, Cesar F., Mandic, Danilo P, Zhang, Liqing, Ball, Tonio, Schulze-Bonhage, Andreas, Cichocki, Andrzej
Advances in neural information processing systems - Vol. 24, (2011),