Distributed sparse linear regression G Mateos, JA Bazerque, GB Giannakis
IEEE Transactions on Signal Processing 58 (10), 5262-5276, 2010
632 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
598 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
163 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 MinnesotaEmail được xác minh tại umn.edu