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Juan Andres Bazerque
Tytuł
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Distributed sparse linear regression
G Mateos, JA Bazerque, GB Giannakis
IEEE Transactions on Signal Processing 58 (10), 5262-5276, 2010
5922010
Distributed spectrum sensing for cognitive radio networks by exploiting sparsity
JA Bazerque, GB Giannakis
IEEE Transactions on Signal Processing 58 (3), 1847-1862, 2009
5732009
Online Adaptive Estimation of Sparse Signals: Where RLS Meets the -Norm
D Angelosante, JA Bazerque, GB Giannakis
IEEE Transactions on signal Processing 58 (7), 3436-3447, 2010
3182010
Group-lasso on splines for spectrum cartography
JA Bazerque, G Mateos, GB Giannakis
IEEE Transactions on Signal Processing 59 (10), 4648-4663, 2011
1482011
Inference of gene regulatory networks with sparse structural equation models exploiting genetic perturbations
X Cai, JA Bazerque, GB Giannakis
PLoS computational biology 9 (5), e1003068, 2013
1352013
Rank regularization and Bayesian inference for tensor completion and extrapolation
JA Bazerque, G Mateos, GB Giannakis
IEEE transactions on signal processing 61 (22), 5689-5703, 2013
1032013
Distributed scheduling and resource allocation for cognitive OFDMA radios
JA Bazerque, GB Giannakis
Mobile Networks and Applications 13, 452-462, 2008
652008
Nonparametric basis pursuit via sparse kernel-based learning: A unifying view with advances in blind methods
JA Bazerque, GB Giannakis
IEEE Signal Processing Magazine 30 (4), 112-125, 2013
632013
Spline-based spectrum cartography for cognitive radios
G Mateos, JA Bazerque, GB Giannakis
2009 Conference Record of the Forty-Third Asilomar Conference on Signals …, 2009
472009
Group sparse Lasso for cognitive network sensing robust to model uncertainties and outliers
E Dall’Anese, JA Bazerque, GB Giannakis
Physical Communication 5 (2), 161-172, 2012
312012
Identifiability of sparse structural equation models for directed and cyclic networks
JA Bazerque, B Baingana, GB Giannakis
2013 IEEE Global Conference on Signal and Information Processing, 839-842, 2013
292013
Sparse structural equation modeling for inference of gene regulatory networks exploiting genetic perturbations
X Cai, JA Bazerque, GB Giannakis
PLoS, Computational Biology 9 (5), 2013
282013
Stochastic policy gradient ascent in reproducing kernel hilbert spaces
S Paternain, JA Bazerque, A Small, A Ribeiro
IEEE Transactions on Automatic Control 66 (8), 3429-3444, 2020
252020
Advances in spectrum sensing and cross-layer design for cognitive radio networks
SJ Kim, E Dall’Anese, JA Bazerque, K Rajawat, GB Giannakis
Academic Press Library in Signal Processing 2, 471-502, 2014
252014
Robust parametric power spectral density (PSD) construction
GB Giannakis, E Dall'Anese, JA Bazerque, H Zhu, G Mateos
US Patent 9,363,679, 2016
212016
Distributed spectrum sensing for cognitive radios by exploiting sparsity
JA Bazerque, GB Giannakis
2008 42nd Asilomar Conference on Signals, Systems and Computers, 1588-1592, 2008
192008
Non-parametric power spectral density (PSD) map construction
GB Giannakis, JA Bazerque, G Mateos
US Patent 9,191,831, 2015
182015
Distributed lasso for in-network linear regression
JA Bazerque, G Mateos, GB Giannakis
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
182010
Gene network inference via sparse structural equation modeling with genetic perturbations
X Cai, JA Bazerque, GB Giannakis
2011 IEEE International Workshop on Genomic Signal Processing and Statistics …, 2011
142011
Basis pursuit for spectrum cartography
JA Bazerque, G Mateos, GB Giannakis
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
142011
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