| Compressive covariance sensing: Structure-based compressive sensing beyond sparsity D Romero, DD Ariananda, Z Tian, G Leus IEEE Signal Processing Magazine 33 (1), 78-93, 2016 | 98 | 2016 |
| Kernel-based reconstruction of graph signals D Romero, M Ma, GB Giannakis IEEE Transactions on Signal Processing 65 (3), 764-778, 2017 | 97 | 2017 |
| Wideband spectrum sensing from compressed measurements using spectral prior information D Romero, G Leus IEEE Transactions on Signal Processing 61 (24), 6232-6246, 2013 | 60 | 2013 |
| Kernel-based reconstruction of space-time functions on dynamic graphs D Romero, VN Ioannidis, GB Giannakis IEEE Journal of Selected Topics in Signal Processing 11 (6), 856-869, 2017 | 58 | 2017 |
| Compressive covariance sampling D Romero, G Leus Information Theory and Applications Workshop (ITA), 2013, 1-8, 2013 | 50 | 2013 |
| Compression limits for random vectors with linearly parameterized second-order statistics D Romero, R López-Valcarce, G Leus IEEE Transactions on Information Theory 61 (3), 1410-1425, 2015 | 43 | 2015 |
| Learning power spectrum maps from quantized power measurements D Romero, SJ Kim, GB Giannakis, R López-Valcarce IEEE Transactions on Signal Processing 65 (10), 2547-2560, 2017 | 33 | 2017 |
| Blind radio tomography D Romero, D Lee, GB Giannakis IEEE Transactions on Signal Processing 66 (8), 2055-2069, 2018 | 18 | 2018 |
| Kernel-based inference of functions over graphs VN Ioannidis, M Ma, AN Nikolakopoulos, GB Giannakis, D Romero Adaptive Learning Methods for Nonlinear System Modeling, 173-198, 2018 | 16 | 2018 |
| Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering VN Ioannidis, D Romero, GB Giannakis IEEE Transactions on Signal Processing, 2018 | 15 | 2018 |
| Randomized Block Frank-Wolfe for Convergent Large-Scale Learning L Zhang, G Wang, D Romero, GB Giannakis IEEE Transactions on Signal Processing, 2017 | 13 | 2017 |
| Spectrum cartography using quantized observations D Romero, SJ Kim, R López-Valcarce, GB Giannakis 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 12 | 2015 |
| Cooperative compressive power spectrum estimation DD Ariananda, D Romero, G Leus 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2014 | 12 | 2014 |
| Fast convergent algorithms for multi-kernel regression L Zhang, D Romero, GB Giannakis 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-4, 2016 | 10 | 2016 |
| Compressive wideband spectrum sensing with spectral prior information D Romero, R López-Valcarce, G Leus 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 10 | 2013 |
| Kernel-based reconstruction of space-time functions via extended graphs VN Ioannidis, D Romero, GB Giannakis 2016 50th Asilomar Conference on Signals, Systems and Computers, 1829-1833, 2016 | 8 | 2016 |
| Estimating signals over graphs via multi-kernel learning D Romero, M Ma, GB Giannakis Statistical Signal Processing Workshop (SSP), 2016 IEEE, 1-5, 2016 | 8 | 2016 |
| Compressive angular and frequency periodogram reconstruction for multiband signals DD Ariananda, D Romero, G Leus Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2013 …, 2013 | 8 | 2013 |
| Underlay Device-to-Device Communications on Multiple Channels M Elnourani, M Hamid, D Romero, B Beferull-Lozano 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 7 | 2018 |
| Online topology estimation for vector autoregressive processes in data networks B Zaman, LM Lopez-Ramos, D Romero, B Beferull-Lozano 2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017 | 7 | 2017 |
Georgios B. GiannakisEndowed Chair Prof., Dept. of ECE and DTC, University of MinnesotaVerified email at umn.edu
