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Daniel Romero
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Kernel-based reconstruction of graph signals
D Romero, M Ma, GB Giannakis
IEEE Transactions on Signal Processing 65 (3), 764-778, 2017
1472017
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
1252016
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
832017
Wideband spectrum sensing from compressed measurements using spectral prior information
D Romero, G Leus
IEEE Transactions on Signal Processing 61 (24), 6232-6246, 2013
682013
Compressive covariance sampling
D Romero, G Leus
Information Theory and Applications Workshop (ITA), 2013, 1-8, 2013
572013
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
542017
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
482015
Blind radio tomography
D Romero, D Lee, GB Giannakis
IEEE Transactions on Signal Processing 66 (8), 2055-2069, 2018
322018
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
282018
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
272018
Randomized Block Frank-Wolfe for Convergent Large-Scale Learning
L Zhang, G Wang, D Romero, GB Giannakis
IEEE Transactions on Signal Processing, 2017
222017
Deep completion autoencoders for radio map estimation
Y Teganya, D Romero
IEEE Transactions on Wireless Communications, 2021
182021
Data-driven spectrum cartography via deep completion autoencoders
Y Teganya, D Romero
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2020
172020
Online topology identification from vector autoregressive time series
B Zaman, LML Ramos, D Romero, B Beferull-Lozano
IEEE Transactions on Signal Processing 69, 210-225, 2020
162020
Spectrum cartography using quantized observations
D Romero, SJ Kim, R López-Valcarce, GB Giannakis
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
152015
Cooperative compressive power spectrum estimation
DD Ariananda, D Romero, G Leus
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2014
152014
Fast convergent algorithms for multi-kernel regression
L Zhang, D Romero, GB Giannakis
2016 IEEE Statistical Signal Processing Workshop (SSP), 1-4, 2016
142016
Location-free Spectrum Cartography
Y Teganya, D Romero, LML Ramos, B Beferull-Lozano
IEEE Transactions on Signal Processing, 2019
132019
Active Interference Cancellation for OFDM Spectrum Sculpting: Linear Processing is Optimal
JF Schmidt, D Romero, R Lopez-Valcarce
IEEE, 0
12
Non-cooperative aerial base station placement via stochastic optimization
D Romero, G Leus
2019 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN …, 2019
112019
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