Distributed sparse linear regression G Mateos, JA Bazerque, GB Giannakis
IEEE Transactions on Signal Processing 58 (10), 5262-5276, 2010
634 2010 Distributed spectrum sensing for cognitive radio networks by exploiting sparsity JA Bazerque, GB Giannakis
IEEE Transactions on Signal Processing 58 (3), 1847-1862, 2009
600 2009 Online Adaptive Estimation of Sparse Signals: Where RLS Meets the D Angelosante, JA Bazerque, GB Giannakis
IEEE Transactions on signal Processing 58 (7), 3436-3447, 2010
326 2010 Group-lasso on splines for spectrum cartography JA Bazerque, G Mateos, GB Giannakis
IEEE Transactions on Signal Processing 59 (10), 4648-4663, 2011
165 2011 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
155 2013 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
106 2013 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
70 2013 Distributed scheduling and resource allocation for cognitive OFDMA radios JA Bazerque, GB Giannakis
Mobile Networks and Applications 13, 452-462, 2008
66 2008 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
48 2009 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
32 2012 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
31 2020 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
30 2013 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
29 2013 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
25 2014 Robust parametric power spectral density (PSD) construction GB Giannakis, E Dall'Anese, JA Bazerque, H Zhu, G Mateos
US Patent 9,363,679, 2016
23 2016 Distributed lasso for in-network linear regression JA Bazerque, G Mateos, GB Giannakis
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
20 2010 Non-parametric power spectral density (PSD) map construction GB Giannakis, JA Bazerque, G Mateos
US Patent 9,191,831, 2015
19 2015 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
19 2008 Inference of Poisson count processes using low-rank tensor data JA Bazerque, G Mateos, GB Giannakis
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
14 2013 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
14 2011 
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaZweryfikowany adres z umn.edu
