| Distributed sparse linear regression G Mateos, JA Bazerque, GB Giannakis IEEE Transactions on Signal Processing 58 (10), 5262-5276, 2010 | 591 | 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 | 573 | 2009 |
| 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 | 318 | 2010 |
| Group-lasso on splines for spectrum cartography JA Bazerque, G Mateos, GB Giannakis IEEE Transactions on Signal Processing 59 (10), 4648-4663, 2011 | 148 | 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 | 135 | 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 | 103 | 2013 |
| Distributed scheduling and resource allocation for cognitive OFDMA radios JA Bazerque, GB Giannakis Mobile Networks and Applications 13, 452-462, 2008 | 65 | 2008 |
| 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 | 63 | 2013 |
| 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 | 47 | 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 | 31 | 2012 |
| 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 | 29 | 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 | 28 | 2013 |
| 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 | 25 | 2020 |
| 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 | 21 | 2016 |
| Distributed lasso for in-network linear regression JA Bazerque, G Mateos, GB Giannakis 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 19 | 2010 |
| 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 |
| Non-parametric power spectral density (PSD) map construction GB Giannakis, JA Bazerque, G Mateos US Patent 9,191,831, 2015 | 18 | 2015 |
| 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 |
| Basis pursuit for spectrum cartography JA Bazerque, G Mateos, GB Giannakis 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 14 | 2011 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerified email at umn.edu
