Gonzalo Mateos
Gonzalo Mateos
Associate Professor of ECE, Asaro Biggar Family Fellow in Data Science, University of Rochester
Verified email at ece.rochester.edu - Homepage
Title
Cited by
Cited by
Year
Health monitoring and management using Internet-of-Things (IoT) sensing with cloud-based processing: Opportunities and challenges
M Hassanalieragh, A Page, T Soyata, G Sharma, M Aktas, G Mateos, ...
2015 IEEE International Conference on Services Computing, 285-292, 2015
5192015
Distributed sparse linear regression
G Mateos, JA Bazerque, GB Giannakis
Signal Processing, IEEE Transactions on 58 (10), 5262-5276, 2010
3942010
Distributed LMS for consensus-based in-network adaptive processing
ID Schizas, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 57 (6), 2365-2382, 2009
3302009
Modeling and Optimization for Big Data Analytics
K Slavakis, G Giannakis, G Mateos
Signal Processing Magazine, IEEE 31 (5), 18-31, 2014
212*2014
Distributed recursive least-squares for consensus-based in-network adaptive estimation
G Mateos, ID Schizas, GB Giannakis
Signal Processing, IEEE Transactions on 57 (11), 4583-4588, 2009
1392009
Subspace learning and imputation for streaming big data matrices and tensors
M Mardani, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 63 (10), 2663-2677, 2015
1272015
Network topology inference from spectral templates
S Segarra, AG Marques, G Mateos, A Ribeiro
Signal and Information Processing over Networks, IEEE Transactions on 3 (3 …, 2017
1252017
Dynamic anomalography: Tracking network anomalies via sparsity and low rank
M Mardani, G Mateos, GB Giannakis
Selected Topics in Signal Processing, IEEE Journal of 7 (1), 50-66, 2013
1212013
Group-lasso on splines for spectrum cartography
JA Bazerque, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 59 (10), 4648-4663, 2011
1072011
Robust PCA as bilinear decomposition with outlier-sparsity regularization
G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 60 (10), 5176-5190, 2012
1002012
Recovery of low-rank plus compressed sparse matrices with application to unveiling traffic anomalies
M Mardani, G Mateos, GB Giannakis
Information Theory, IEEE Transactions on 59 (8), 5186-5205, 2013
892013
Distributed recursive least-squares: Stability and performance analysis
G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 60 (7), 3740-3754, 2012
842012
Performance analysis of the consensus-based distributed LMS algorithm
G Mateos, ID Schizas, GB Giannakis
EURASIP Journal on Advances in Signal Processing 2009, 68, 2009
812009
Proximal-gradient algorithms for tracking cascades over social networks
B Baingana, G Mateos, GB Giannakis
Selected Topics in Signal Processing, IEEE Journal of 8 (4), 563-575, 2014
682014
Decentralized learning for wireless communications and networking
GB Giannakis, Q Ling, G Mateos, ID Schizas, H Zhu
Splitting Methods in Communication, Imaging, Science, and Engineering, 461-497, 2016
652016
Decentralized Sparsity-regularized Rank Minimization: Algorithms and Applications
M Mardani, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions on 61 (21), 5374-5388, 2012
64*2012
Rank regularization and Bayesian inference for tensor completion and extrapolation
JA Bazerque, G Mateos, GB Giannakis
Signal Processing, IEEE Transactions 61 (22), 5689-5703, 2013
632013
USPACOR: Universal sparsity-controlling outlier rejection
GB Giannakis, G Mateos, S Farahmand, V Kekatos, H Zhu
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International …, 2011
622011
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing
T Bouwmans, NS Aybat, E Zahzah
CRC Press, 2016
602016
Connecting the dots: Identifying network structure via graph signal processing
G Mateos, S Segarra, AG Marques, A Ribeiro
IEEE Signal Processing Magazine 36 (3), 16-43, 2019
502019
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