Cesar F. Caiafa
Cesar F. Caiafa
Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires
Verified email at iar.unlp.edu.ar - Homepage
Title
Cited by
Cited by
Year
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
10792015
Computing sparse representations of multidimensional signals using Kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
1732013
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
1112012
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
862016
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
862010
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
502014
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
432006
Block sparse representations of tensors using Kronecker bases
CF Caiafa, A Cichocki
2012 IEEE international conference on acoustics, speech and signal …, 2012
422012
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
402019
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 1-13, 2017
402017
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
382019
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
312011
Cooperative peer-to-peer multiagent-based systems
LF Caram, CF Caiafa, M Ausloos, AN Proto
Physical Review E 92 (2), 022805, 2015
222015
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
212018
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
202014
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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