Gonzalo Mateos
According to our database^{1},
Gonzalo Mateos
authored at least 79 papers
between 2008 and 2020.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis OtherLinks
Online presence:

on orcid.org
On csauthors.net:
Bibliography
2020
Signal Processing on Directed Graphs: The Role of Edge Directionality When Processing and Learning From Network Data.
IEEE Signal Process. Mag., 2020
Signal Process., 2020
Online Topology Inference from Streaming Stationary Graph Signals with Partial Connectivity Information.
Algorithms, 2020
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020
Supervised Graph Representation Learning for Modeling the Relationship between Structural and Functional Brain Connectivity.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Signal Process., 2019
IEEE Signal Process. Mag., 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Identifying Structural Brain Networks from Functional Connectivity: A Network Deconvolution Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019
Mapping Brain Structural Connectivities to Functional Networks Via Graph EncoderDecoder With Interpretable Latent Embeddings.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2019
2018
Identifying the Topology of Undirected Networks from Diffused Nonstationary Graph Signals.
CoRR, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Sampling and Reconstruction of Graph Signals via Weak Submodularity and Semidefinite Relaxation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A Novel Scheme for Support Identification and Iterative Sampling of Bandlimited Graph Signals.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 2018 IEEE Data Science Workshop, 2018
Spread and Sparse: Learning Interpretable Transforms for Bandlimited Signals on Directed Graphs.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Inf. Process. over Networks, 2017
Closing the Knowledge Gap in an Online Learning Community: NetworkAnalytic Discoveries, Simulation and Prediction.
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the Complex Networks & Their Applications VI, 2017
2016
Analysis of Target Localization With Ideal Binary Detectors via Likelihood Function Smoothing.
IEEE Signal Process. Lett., 2016
On the Definition and Existence of a Minimum Variance Unbiased Estimator for Target Localization.
IEEE Signal Process. Lett., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Rethinking sketching as sampling: Efficient approximate solution to linear inverse problems.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
SIGIBE: Solving random bilinear equations via gradient descent with spectral initialization.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Signal Process., 2015
CoRR, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
Health Monitoring and Management Using InternetofThings (IoT) Sensing with CloudBased Processing: Opportunities and Challenges.
Proceedings of the 2015 IEEE International Conference on Services Computing, 2015
2014
Stochastic Approximation visavis Online Learning for Big Data Analytics [Lecture Notes].
IEEE Signal Process. Mag., 2014
Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge.
IEEE Signal Process. Mag., 2014
IEEE J. Sel. Top. Signal Process., 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Decentralized SparsityRegularized Rank Minimization: Algorithms and Applications.
IEEE Trans. Signal Process., 2013
Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation.
IEEE Trans. Signal Process., 2013
IEEE Trans. Smart Grid, 2013
Recovery of LowRank Plus Compressed Sparse Matrices With Application to Unveiling Traffic Anomalies.
IEEE Trans. Inf. Theory, 2013
IEEE Signal Process. Mag., 2013
IEEE J. Sel. Top. Signal Process., 2013
CoRR, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing, 2013
2012
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
Robust Nonparametric Regression via Sparsity Control With Application to Load Curve Data Cleansing.
IEEE Trans. Signal Process., 2012
CoRR, 2012
CoRR, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Spatiotemporal load curve data cleansing and imputation via sparsity and low rank.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
2011
IEEE Trans. Signal Process., 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
IEEE Trans. Signal Process., 2010
Sparsitycognizant overlapping coclustering for behavior inference in social networks.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Signal Process., 2009
Distributed recursive leastsquares for consensusbased innetwork adaptive estimation.
IEEE Trans. Signal Process., 2009
EURASIP J. Adv. Signal Process., 2009
2008
Proceedings of the IEEE International Conference on Acoustics, 2008