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
TitleCited byYear
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
6852015
Computing sparse representations of multidimensional signals using kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
1322013
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
882012
Multidimensional compressed sensing and their applications
CF Caiafa, A Cichocki
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013
642013
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
622010
Ensemble tractography
H Takemura, CF Caiafa, BA Wandell, F Pestilli
PLoS computational biology 12 (2), e1004692, 2016
482016
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
462008
Blind spectral unmixing by local maximization of non-Gaussianity
CF Caiafa, E Salerno, AN Proto, L Fiumi
Signal Processing 88 (1), 50-68, 2008
462008
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
402014
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
CF Caiafa, AN Proto
Signal Processing 86 (11), 3404-3420, 2006
402006
Block sparse representations of tensors using Kronecker bases
CF Caiafa, A Cichocki
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
342012
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
292010
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
282011
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 11491, 2017
252017
Cooperative peer-to-peer multiagent-based systems
LF Caram, CF Caiafa, M Ausloos, AN Proto
Physical Review E 92 (2), 022805, 2015
172015
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
142012
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
112009
Estimation of sparse nonnegative sources from noisy overcomplete mixtures using MAP
CF Caiafa, A Cichocki
Neural computation 21 (12), 3487-3518, 2009
102009
A minimax entropy method for blind separation of dependent components in astrophysical images
CF Caiafa, EE Kuruoğlu, AN Proto
AIP Conference Proceedings 872 (1), 81-88, 2006
92006
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
CF Caiafa, O Sporns, A Saykin, F Pestilli
Advances in neural information processing systems, 4340-4351, 2017
82017
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