Cesar F. Caiafa - Google Scholar

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Andrzej CichockiSKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Systems ResearchVerified email at skoltech.ru
Qibin ZhaoRIKEN AIPVerified email at postman.riken.jp
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
Franco PestilliThe University of Texas, AustinVerified email at utexas.edu
Guoxu ZhouGuangdong University of TechnologyVerified email at ieee.org
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
Emanuele SalernoSenior Sesearcher, National Research Council of ItalyVerified email at cnr.it
Jordi Solé-CasalsUniversity of Vic - Central University of CataloniaVerified email at uvic.cat
Laura A. SuadInstituto Argentino de RadioastronomíaVerified email at iar.unlp.edu.ar
Silvina CichowolskiFCAGLPVerified email at fcaglp.unlp.edu.ar
Ausloos, MarcelUniv. of Leicester & Bucharest Univ. of Economic Studies; ex. Univ. LiegeVerified email at ulg.ac.be
Hiromasa TakemuraCenter for Information and Neural Networks (CiNet), NICT, JapanVerified email at nict.go.jp
Andrew SaykinIndiana University School of MedicineVerified email at iu.edu
Olaf SpornsDistinguished Professor, Psychological and Brain Sciences, Indiana UniversityVerified email at indiana.edu
Zenas C. ChaoInternational Research Center for Neurointelligence (IRCN), The University of TokyoVerified email at ircn.jp
Naotaka FujiiRIKENVerified email at hacosco.com
Ercan Engin Kuruoglu, PhD Cantab, P...Visiting Professor at Tsinghua-Berkeley Shenzhen InstituteVerified email at isti.cnr.it

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	830	2015
Computing sparse representations of multidimensional signals using Kronecker bases CF Caiafa, A Cichocki Neural computation 25 (1), 186-220, 2013	149	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	93	2012
Multidimensional compressed sensing and their applications CF Caiafa, A Cichocki Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013	76	2013
Generalizing the column–row matrix decomposition to multi-way arrays CF Caiafa, A Cichocki Linear Algebra and its Applications 433 (3), 557-573, 2010	76	2010
Ensemble tractography H Takemura, CF Caiafa, BA Wandell, F Pestilli PLoS computational biology 12 (2), e1004692, 2016	63	2016
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	50	2008
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	44	2006
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	43	2014
Block sparse representations of tensors using Kronecker bases CF Caiafa, A Cichocki 2012 IEEE international conference on acoustics, speech and signal …, 2012	38	2012
Multidimensional encoding of brain connectomes CF Caiafa, F Pestilli Scientific reports 7 (1), 1-13, 2017	33	2017
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	30	2010
Multilinear subspace regression: An orthogonal tensor decomposition approach Q Zhao, CF Caiafa, DP Mandic, L Zhang, T Ball, A Schulze-Bonhage, ... Advances in Neural Information Processing Systems, 1269-1277, 2011	28	2011
Cooperative peer-to-peer multiagent-based systems LF Caram, CF Caiafa, M Ausloos, AN Proto Physical Review E 92 (2), 022805, 2015	19	2015
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	18	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), 255, 2012	15	2012
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	11	2019
Slice oriented tensor decomposition of EEG data for feature extraction in space, frequency and time domains Q Zhao, CF Caiafa, A Cichocki, L Zhang, AH Phan International Conference on Neural Information Processing, 221-228, 2009	11	2009
Estimation of sparse nonnegative sources from noisy overcomplete mixtures using MAP CF Caiafa, A Cichocki Neural computation 21 (12), 3487-3518, 2009	11	2009

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