Cesar F. Caiafa
Cesar F. Caiafa
Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα iar.unlp.edu.ar - Αρχική σελίδα
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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
10072015
Computing sparse representations of multidimensional signals using Kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
1672013
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
1022012
Multidimensional compressed sensing and their applications
CF Caiafa, A Cichocki
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013
872013
Ensemble tractography
H Takemura, CF Caiafa, BA Wandell, F Pestilli
PLoS computational biology 12 (2), e1004692, 2016
812016
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
792010
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
572008
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
492014
Blind spectral unmixing by local maximization of non-Gaussianity
CF Caiafa, E Salerno, AN Proto, L Fiumi
Signal Processing 88 (1), 50-68, 2008
472008
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
CF Caiafa, AN Proto
Signal Processing 86 (11), 3404-3420, 2006
442006
Block sparse representations of tensors using Kronecker bases
CF Caiafa, A Cichocki
2012 IEEE international conference on acoustics, speech and signal …, 2012
422012
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 1-13, 2017
372017
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
322010
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
292011
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
282019
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
272019
Cooperative peer-to-peer multiagent-based systems
LF Caram, CF Caiafa, M Ausloos, AN Proto
Physical Review E 92 (2), 022805, 2015
222015
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
182014
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
162018
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
152012
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