Cesar F. Caiafa

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Andrzej CichockiSKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Poland SystemsVerified email at skoltech.ru
Qibin ZhaoRIKEN AIPVerified email at postman.riken.jp
Franco PestilliThe University of Texas, AustinVerified email at utexas.edu
Danilo MandicDepartment of Electrical and Electronic Engineering, Imperial College London, United KingdomVerified email at imperial.ac.uk
ANH-HUY PHANSKOLKOVO Institute of Science and TechnologyVerified email at skoltech.ru
Guoxu ZhouGuangdong University of TechnologyVerified email at ieee.org
Jordi Solé-CasalsFull Professor at the University of Vic - Central University of CataloniaVerified email at uvic.cat
Lieven De LathauwerKULeuvenVerified email at kuleuven.be
Liqing Zhang （张丽清）Professor, Department of Computer Science, Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
Leonidas Facundo CaramProfessor at Engineering Faculty, Buenos Aires UniversityVerified email at fi.uba.ar
Andrew SaykinIndiana University School of MedicineVerified email at iu.edu
Olaf SpornsDistinguished Professor, Psychological and Brain Sciences, Indiana UniversityVerified email at indiana.edu
Emanuele SalernoNational Research Council of ItalyVerified email at ieee.org
Bradley CaronPrograms of Neuroscience & Vision Sciences, Indiana UniversityVerified email at iu.edu
Laura A. SuadInstituto Argentino de RadioastronomíaVerified email at iar.unlp.edu.ar
Silvina CichowolskiFCAGLPVerified email at fcaglp.unlp.edu.ar
Edmundo Marcelo ArnalDoctor en Astronomía, Universidad Nacional de La Plata Verified email at fcaglp.unlp.edu.ar
Hiromasa TakemuraNational Institute for Physiological SciencesVerified email at nips.ac.jp
Ausloos, MarcelUniv. of Leicester & Bucharest Univ. of Economic Studies; ex. Univ. LiegeVerified email at ulg.ac.be
Lindsey KitchellJohns Hopkins University Applied Physics LabVerified email at jhuapl.edu

Cesar F. Caiafa

Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires

Verified email at iar.unlp.edu.ar - Homepage

Machine learning compressed sensing sparse representations tensors brain diffusion MRI


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Tensor decompositions for signal processing applications: From two-way to multiway component analysis A Cichocki, D Mandic, L De Lathauwer, G Zhou, Q Zhao, C Caiafa, ... IEEE signal processing magazine 32 (2), 145-163, 2015	1078	2015
Computing sparse representations of multidimensional signals using Kronecker bases CF Caiafa, A Cichocki Neural computation 25 (1), 186-220, 2013	173	2013
Higher order partial least squares (HOPLS): a generalized multilinear regression method Q Zhao, CF Caiafa, DP Mandic, ZC Chao, Y Nagasaka, N Fujii, L Zhang, ... IEEE transactions on pattern analysis and machine intelligence 35 (7), 1660-1673, 2012	110	2012
Multidimensional compressed sensing and their applications CF Caiafa, A Cichocki Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013	87	2013
Ensemble tractography H Takemura, CF Caiafa, BA Wandell, F Pestilli PLoS computational biology 12 (2), e1004692, 2016	86	2016
Generalizing the column–row matrix decomposition to multi-way arrays CF Caiafa, A Cichocki Linear Algebra and its Applications 433 (3), 557-573, 2010	85	2010
Flexible HALS algorithms for sparse non-negative matrix/tensor factorization A Cichocki, AH Phan, C Caiafa 2008 Ieee Workshop on Machine Learning for Signal Processing, 73-78, 2008	57	2008
Stable, robust, and super fast reconstruction of tensors using multi-way projections CF Caiafa, A Cichocki IEEE Transactions on Signal Processing 63 (3), 780-793, 2014	50	2014
Blind spectral unmixing by local maximization of non-Gaussianity CF Caiafa, E Salerno, AN Proto, L Fiumi Signal Processing 88 (1), 50-68, 2008	47	2008
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure CF Caiafa, AN Proto Signal Processing 86 (11), 3404-3420, 2006	43	2006
Block sparse representations of tensors using Kronecker bases CF Caiafa, A Cichocki 2012 IEEE international conference on acoustics, speech and signal …, 2012	42	2012
Multidimensional encoding of brain connectomes CF Caiafa, F Pestilli Scientific reports 7 (1), 1-13, 2017	40	2017
The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services P Avesani, B McPherson, S Hayashi, CF Caiafa, R Henschel, ... Scientific data 6 (1), 1-13, 2019	38	2019
Associative white matter connecting the dorsal and ventral posterior human cortex D Bullock, H Takemura, CF Caiafa, L Kitchell, B McPherson, B Caron, ... Brain structure and Function 224 (8), 2631-2660, 2019	37	2019
Dynamic peer-to-peer competition LF Caram, CF Caiafa, AN Proto, M Ausloos Physica A: Statistical Mechanics and its Applications 389 (13), 2628-2636, 2010	32	2010
Multilinear subspace regression: An orthogonal tensor decomposition approach Q Zhao, CF Caiafa, D Mandic, L Zhang, T Ball, A Schulze-Bonhage, ... Advances in Neural Information Processing Systems 24, 1269-1277, 2011	31	2011
Cooperative peer-to-peer multiagent-based systems LF Caram, CF Caiafa, M Ausloos, AN Proto Physical Review E 92 (2), 022805, 2015	22	2015
Brain-computer interface with corrupted EEG data: a tensor completion approach J Sole-Casals, CF Caiafa, Q Zhao, A Cichocki Cognitive Computation 10 (6), 1062-1074, 2018	21	2018
A new catalogue of HI supershell candidates in the outer part of the Galaxy LA Suad, CF Caiafa, EM Arnal, S Cichowolski Astronomy & Astrophysics 564 (A116), 1-14, 2014	20	2014
On the conditions for valid objective functions in blind separation of independent and dependent sources CF Caiafa EURASIP Journal on Advances in Signal Processing 2012 (1), 1-17, 2012	15	2012

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