Cesar F. Caiafa
Cesar F. Caiafa
Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires
Email verificata su iar.unlp.edu.ar - Home page
TitoloCitata daAnno
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
7412015
Computing sparse representations of multidimensional signals using Kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
1372013
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
902012
Multidimensional compressed sensing and their applications
CF Caiafa, A Cichocki
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013
702013
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
672010
Ensemble tractography
H Takemura, CF Caiafa, BA Wandell, F Pestilli
PLoS computational biology 12 (2), 2016
522016
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
482008
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
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
422014
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
302010
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 1-13, 2017
282017
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
Cooperative peer-to-peer multiagent-based systems
LF Caram, CF Caiafa, M Ausloos, AN Proto
Physical Review E 92 (2), 022805, 2015
182015
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
172014
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
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
92017
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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