Antonio G. Marqués
Orcid: 0000-0002-4642-7718
According to our database1,
Antonio G. Marqués
authored at least 165 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Signal Process., 2024
IEEE Trans. Signal Process., 2024
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data.
CoRR, 2024
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs.
CoRR, 2024
Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients.
CoRR, 2024
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series.
CoRR, 2024
Learning the Topology of a Simplicial Complex Using Simplicial Signals: A Greedy Approach.
Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024
Estimation of partially known Gaussian graphical models with score-based structural priors.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
dtwParallel: A Python package to efficiently compute dynamic time warping between time series.
SoftwareX, May, 2023
IEEE Trans. Signal Process., 2023
IEEE Trans. Signal Process., 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
IEEE Trans. Signal Inf. Process. over Networks, 2022
J. Mach. Learn. Res., 2022
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance.
Future Gener. Comput. Syst., 2022
CoRR, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Joint Inference of Multiple Graphs with Hidden Variables from Stationary Graph Signals.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital.
IEEE J. Biomed. Health Informatics, 2021
Signal Process., 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Signal Processing on Directed Graphs: The Role of Edge Directionality When Processing and Learning From Network Data.
IEEE Signal Process. Mag., 2020
Graph Signal Processing: Foundations and Emerging Directions [From the Guest Editors].
IEEE Signal Process. Mag., 2020
Signal Process., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs.
Proceedings of the 28th European Signal Processing Conference, 2020
Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences.
Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
2019
IEEE Trans. Signal Process., 2019
IEEE Signal Process. Mag., 2019
Sampling and Reconstruction of Diffused Sparse Graph Signals From Successive Local Aggregations.
IEEE Signal Process. Lett., 2019
IEEE J. Sel. Areas Commun., 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
IEEE Trans. Smart Grid, 2018
IEEE Signal Process. Lett., 2018
CoRR, 2018
Identifying the Topology of Undirected Networks from Diffused Non-stationary Graph Signals.
CoRR, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
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
Proceedings of the 2018 IEEE Data Science Workshop, 2018
2017
Optimal Graph-Filter Design and Applications to Distributed Linear Network Operators.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Inf. Process. over Networks, 2017
IEEE Trans. Parallel Distributed Syst., 2017
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 International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing.
Proceedings of the Computing in Cardiology, 2017
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients.
Proceedings of the Computing in Cardiology, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Process., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 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
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions.
IEEE J. Sel. Areas Commun., 2015
Proceedings of the 16th IEEE International Symposium on A World of Wireless, 2015
A decomposition method for optimal user assignment in cellular networks with orthogonal transmissions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Jointly Optimal Sensing and Resource Allocation for Multiuser Interweave Cognitive Radios.
IEEE Trans. Wirel. Commun., 2014
Cross-Layer Optimization and Receiver Localization for Cognitive Networks Using Interference Tweets.
IEEE J. Sel. Areas Commun., 2014
Dynamic transmit-power control for WiFi access points based on wireless link occupancy.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Asymptotically Optimal Cross-Layer Schemes for Relay Networks with Short-Term and Long-Term Constraints.
IEEE Trans. Wirel. Commun., 2013
Relating the spectrum of cardiac signals to the spatiotemporal dynamics of cardiac sources.
Biomed. Signal Process. Control., 2013
Soft-decision sequential sensing for optimization of interweave Cognitive Radio networks.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
Battery-Aware Selective Transmitters in Energy-Harvesting Sensor Networks: Optimal Solution and Stochastic Dual Approximation.
Proceedings of the ISWCS 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
2012
Optimal Cross-Layer Resource Allocation in Cellular Networks Using Channel- and Queue-State Information.
IEEE Trans. Veh. Technol., 2012
Resource Allocation for Interweave and Underlay CRs Under Probability-of-Interference Constraints.
IEEE J. Sel. Areas Commun., 2012
Jointly Optimal Sensing and Resource Allocation for Multiuser Overlay Cognitive Radios
CoRR, 2012
Proceedings of the 7th International Conference on Cognitive Radio Oriented Wireless Networks, 2012
Underlay cognitive radios with finite transmission modes and capacity guarantees for primary users.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
IEEE Trans. Wirel. Commun., 2011
IEEE Trans. Signal Process., 2011
Stochastic resource allocation for cognitive radio networks based on imperfect state information.
Proceedings of the IEEE International Conference on Acoustics, 2011
Adaptive underlay cognitive radios with imperfect CSI and probabilistic interference constraints.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
2010
IEEE Trans. Wirel. Commun., 2010
Power control for cooperative dynamic spectrum access networks with diverse QoS constraints.
IEEE Trans. Commun., 2010
Stochastic cross-layer resource allocation for wireless networks using orthogonal access: Optimality and delay analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Mob. Comput., 2009
Stochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
IEEE Trans. Wirel. Commun., 2008
Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback.
IEEE Trans. Signal Process., 2008
Minimizing Transmit Power for Coherent Communications in Wireless Sensor Networks With Finite-Rate Feedback.
IEEE Trans. Signal Process., 2008
Optimal stochastic dual resource allocation for cognitive radios based on quantized CSI.
Proceedings of the IEEE International Conference on Acoustics, 2008
Utility-based power control for peer-to-peer cognitive radio networks with heterogeneous QoS constraints.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
A Unified Approach to QoS-Guaranteed Scheduling for Channel-Adaptive Wireless Networks.
Proc. IEEE, 2007
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Energy-aware Geographic Forwarding of Prioritized Messages in Wireless Sensor Networks.
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007
Reduced-Complexity Power-Efficient Wireless OFDMA using an Equally Probable CSI Quantizer.
Proceedings of IEEE International Conference on Communications, 2007
Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Channel-adaptive resource allocation for cognitive OFDMA RADIOS based on limited-rate feedback.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE J. Sel. Areas Commun., 2006
Proceedings of the 3rd IEEE International Symposium on Wireless Communication Systems, 2006
Proceedings of IEEE International Conference on Communications, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the EUNICE 2005: Networks and Applications Towards a Ubiquitously Connected World, 2005