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
Titolo
Citata da
Citata da
Anno
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
8902015
Computing sparse representations of multidimensional signals using Kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
1582013
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
962012
Multidimensional compressed sensing and their applications
CF Caiafa, A Cichocki
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013
802013
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
772010
Ensemble tractography
H Takemura, CF Caiafa, BA Wandell, F Pestilli
PLoS computational biology 12 (2), e1004692, 2016
692016
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
532008
Blind spectral unmixing by local maximization of non-Gaussianity
CF Caiafa, E Salerno, AN Proto, L Fiumi
Signal Processing 88 (1), 50-68, 2008
482008
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
442014
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
392012
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 1-13, 2017
332017
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
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
282011
Cooperative peer-to-peer multiagent-based systems
LF Caram, CF Caiafa, M Ausloos, AN Proto
Physical Review E 92 (2), 022805, 2015
192015
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
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
162019
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
162012
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
132019
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
112017
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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