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ORCIDAntonio G. Marqués
Antonio G. Marques – Antonio Garcia Marques
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2020 – today
- 2024
[j49]Sergio Rozada
, Santiago Paternain, Antonio G. Marques:
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. IEEE Trans. Signal Process. 72: 1634-1649 (2024)- [j48]Madeline Navarro, Samuel Rey, Andrei Buciulea, Antonio G. Marques, Santiago Segarra:
Joint Network Topology Inference in the Presence of Hidden Nodes. IEEE Trans. Signal Process. 72: 2710-2725 (2024) - [c97]Martin Sevilla, Antonio G. Marques, Santiago Segarra:
Estimation of partially known Gaussian graphical models with score-based structural priors. AISTATS 2024: 1558-1566 - [c96]Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques:
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. CBMS 2024: 112-119 - [c95]Sergio Rozada, Antonio G. Marques:
Tensor Low-Rank Approximation of Finite-Horizon Value Functions. ICASSP 2024: 5975-5979 - [c94]Victor M. Tenorio, Samuel Rey, Antonio G. Marques:
Blind Deconvolution of Sparse Graph Signals in the Presence of Perturbations. ICASSP 2024: 9406-9410 - [c93]Andrei Buciulea, Elvin Isufi, Geert Leus, Antonio G. Marques:
Learning Graphs and Simplicial Complexes from Data. ICASSP 2024: 9861-9865 - [c92]Victor M. Tenorio, Madeline Navarro, Santiago Segarra, Antonio G. Marques:
Recovering Missing Node Features with Local Structure-Based Embeddings. ICASSP 2024: 9931-9935 - [c91]Andrei Buciulea, Elvin Isufi, Geert Leus, Antonio G. Marques:
Learning the Topology of a Simplicial Complex Using Simplicial Signals: A Greedy Approach. SAM 2024: 1-5 - [i47]Martin Sevilla, Antonio Garcia Marques, Santiago Segarra:
Estimation of partially known Gaussian graphical models with score-based structural priors. CoRR abs/2401.14340 (2024) - [i46]Sergio Martínez-Agüero, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Multimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series. CoRR abs/2402.06295 (2024) - [i45]Andrei Buciulea, Jiaxi Ying, Antonio G. Marques, Daniel P. Palomar:
Polynomial Graphical Lasso: Learning Edges from Gaussian Graph-Stationary Signals. CoRR abs/2404.02621 (2024) - [i44]Sergio Rozada, Antonio G. Marques:
Matrix Low-Rank Trust Region Policy Optimization. CoRR abs/2405.17625 (2024) - [i43]Sergio Rozada, Antonio G. Marques:
Matrix Low-Rank Approximation For Policy Gradient Methods. CoRR abs/2405.17626 (2024) - [i42]Sergio Rozada, Antonio G. Marques:
Tensor Low-rank Approximation of Finite-horizon Value Functions. CoRR abs/2405.17628 (2024) - [i41]Madeline Navarro, Samuel Rey, Andrei Buciulea, Antonio G. Marques, Santiago Segarra:
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior. CoRR abs/2406.09513 (2024) - [i40]Liuyuan Jiang, Quan Xiao, Victor M. Tenorio, Fernando Real-Rojas, Antonio G. Marqués, Tianyi Chen:
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints. CoRR abs/2406.10148 (2024) - [i39]Sergio Rozada, Antonio G. Marques:
A Multi-resolution Low-rank Tensor Decomposition. CoRR abs/2406.18560 (2024) - [i38]Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Joaquín Álvarez-Rodríguez, Antonio G. Marques:
Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients. CoRR abs/2407.17165 (2024) - [i37]Sergio Rozada, Dongsheng Ding, Antonio G. Marques, Alejandro Ribeiro:
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs. CoRR abs/2408.10015 (2024) - [i36]Samuel Rey, Madeline Navarro, Victor M. Tenorio, Santiago Segarra, Antonio G. Marques:
Redesigning graph filter-based GNNs to relax the homophily assumption. CoRR abs/2409.08676 (2024) - [i35]Andrei Buciulea, Madeline Navarro, Samuel Rey, Santiago Segarra, Antonio G. Marques:
Online Network Inference from Graph-Stationary Signals with Hidden Nodes. CoRR abs/2409.08760 (2024) - 2023
- [j47]Óscar Escudero-Arnanz, Antonio G. Marques, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Gregorio Robles:
dtwParallel: A Python package to efficiently compute dynamic time warping between time series. SoftwareX 22: 101364 (2023) - [j46]Samuel Rey, T. Mitchell Roddenberry, Santiago Segarra, Antonio G. Marques:
Enhanced Graph-Learning Schemes Driven by Similar Distributions of Motifs. IEEE Trans. Signal Process. 71: 3014-3027 (2023) - [j45]Samuel Rey, Victor M. Tenorio, Antonio G. Marqués:
Robust Graph Filter Identification and Graph Denoising From Signal Observations. IEEE Trans. Signal Process. 71: 3651-3666 (2023) - [c90]Victor M. Tenorio, Samuel Rey, Antonio G. Marques:
Robust Graph Neural Network Based on Graph Denoising. ACSSC 2023: 578-582 - [c89]Sergio Rozada, Antonio G. Marques:
Matrix Low-Rank Trust Region Policy Optimization. CAMSAP 2023: 406-410 - [c88]Andrei Buciulea, Antonio G. Marques:
Graph Learning from Gaussian and Stationary Graph Signals. ICASSP 2023: 1-5 - [c87]Sergio Rozada, Antonio G. Marques:
Matrix Low-Rank Approximation for Policy Gradient Methods. ICASSP 2023: 1-5 - [i34]Victor M. Tenorio, Madeline Navarro, Santiago Segarra, Antonio G. Marques:
Recovering Missing Node Features with Local Structure-based Embeddings. CoRR abs/2309.09068 (2023) - [i33]Victor M. Tenorio, Samuel Rey, Antonio G. Marques:
Robust Graph Neural Network based on Graph Denoising. CoRR abs/2312.06557 (2023) - [i32]Andrei Buciulea, Elvin Isufi, Geert Leus, Antonio G. Marques:
Learning graphs and simplicial complexes from data. CoRR abs/2312.10545 (2023) - 2022
- [j44]Sergio Martínez-Agüero, Cristina Soguero-Ruíz, Jose Maria Alonso-Moral, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio G. Marques:
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance. Future Gener. Comput. Syst. 133: 68-83 (2022) - [j43]Madeline Navarro, Yuhao Wang, Antonio G. Marques, Caroline Uhler, Santiago Segarra:
Joint Inference of Multiple Graphs from Matrix Polynomials. J. Mach. Learn. Res. 23: 76:1-76:35 (2022) - [j42]Andrei Buciulea, Samuel Rey, Antonio G. Marques:
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables. IEEE Trans. Signal Inf. Process. over Networks 8: 273-287 (2022) - [j41]Samuel Rey, Santiago Segarra, Reinhard Heckel, Antonio G. Marques:
Untrained Graph Neural Networks for Denoising. IEEE Trans. Signal Process. 70: 5708-5723 (2022) - [c86]Samuel Rey, Madeline Navarro, Andrei Buciulea, Santiago Segarra, Antonio G. Marques:
Joint graph learning from Gaussian observations in the presence of hidden nodes. IEEECONF 2022: 53-57 - [c85]Sergio Rozada, Antonio G. Marques:
A Multi-Resolution Low-Rank Tensor Decomposition. ICASSP 2022: 3653-3657 - [c84]Samuel Rey, Andrei Buciulea, Madeline Navarro, Santiago Segarra, Antonio G. Marques:
Joint Inference of Multiple Graphs with Hidden Variables from Stationary Graph Signals. ICASSP 2022: 5817-5821 - [i31]Sergio Rozada, Antonio G. Marques:
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. CoRR abs/2201.09736 (2022) - [i30]Samuel Rey, Madeline Navarro, Andrei Buciulea, Santiago Segarra, Antonio G. Marques:
Joint graph learning from Gaussian observations in the presence of hidden nodes. CoRR abs/2212.01816 (2022) - 2021
- [j40]David Ramírez, Antonio G. Marques, Santiago Segarra:
Graph-signal Reconstruction and Blind Deconvolution for Structured Inputs. Signal Process. 188: 108180 (2021) - [j39]Sergio Martínez-Agüero, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital. IEEE J. Biomed. Health Informatics 25(12): 4340-4353 (2021) - [c83]Victor M. Tenorio, Samuel Rey, Fernando Gama, Santiago Segarra, Antonio G. Marques:
A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters. ACSCC 2021: 1573-1578 - [c82]Sergio Rozada, Victor Tenorio, Antonio G. Marques:
Low-rank State-action Value-function Approximation. EUSIPCO 2021: 1471-1475 - [c81]Samuel Rey, Antonio G. Marques:
Robust Graph-Filter Identification with Graph Denoising Regularization. ICASSP 2021: 5300-5304 - [i29]Sergio Rozada, Victor Tenorio, Antonio G. Marques:
Low-rank State-action Value-function Approximation. CoRR abs/2104.08805 (2021) - [i28]Samuel Rey, Santiago Segarra, Reinhard Heckel, Antonio G. Marques:
Untrained Graph Neural Networks for Denoising. CoRR abs/2109.11700 (2021) - [i27]Victor M. Tenorio, Samuel Rey, Fernando Gama, Santiago Segarra, Antonio G. Marques:
A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters. CoRR abs/2110.00844 (2021) - [i26]Samuel Rey, Andrei Buciulea, Madeline Navarro, Santiago Segarra, Antonio G. Marques:
Joint inference of multiple graphs with hidden variables from stationary graph signals. CoRR abs/2110.03666 (2021) - 2020
- [j38]Fernando Gama, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Rethinking sketching as sampling: A graph signal processing approach. Signal Process. 169: 107404 (2020) - [j37]Antonio G. Marques, Negar Kiyavash, José M. F. Moura, Dimitri Van De Ville, Rebecca Willett:
Graph Signal Processing: Foundations and Emerging Directions [From the Guest Editors]. IEEE Signal Process. Mag. 37(6): 11-13 (2020) - [j36]Antonio G. Marques, Santiago Segarra, Gonzalo Mateos:
Signal Processing on Directed Graphs: The Role of Edge Directionality When Processing and Learning From Network Data. IEEE Signal Process. Mag. 37(6): 99-116 (2020) - [j35]Luana Ruiz, Fernando Gama, Antonio Garcia Marques, Alejandro Ribeiro:
Invariance-Preserving Localized Activation Functions for Graph Neural Networks. IEEE Trans. Signal Process. 68: 127-141 (2020) - [j34]Yu Zhu, Fernando Jose Iglesias Garcia, Antonio G. Marques, Santiago Segarra:
Estimating Network Processes via Blind Identification of Multiple Graph Filters. IEEE Trans. Signal Process. 68: 3049-3063 (2020) - [j33]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning. IEEE Trans. Signal Process. 68: 6535-6546 (2020) - [c80]Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio Garcia Marques, Cristina Soguero-Ruíz:
Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences. STAIRS@ECAI 2020 - [c79]Samuel Rey, Victor Tenorio, Sergio Rozada, Luca Martino, Antonio G. Marques:
Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs. EUSIPCO 2020: 855-859 - [c78]Amarlingam Madapu, Santiago Segarra, Sundeep Prabhakar Chepuri, Antonio G. Marques:
Generative Adversarial Networks for Graph Data Imputation from Signed Observations. ICASSP 2020: 9085-9089 - [i25]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Tensor Graph Convolutional Networks for Multi-relational and Robust Learning. CoRR abs/2003.07729 (2020) - [i24]Madeline Navarro, Yuhao Wang, Antonio G. Marques, Caroline Uhler, Santiago Segarra:
Joint Inference of Multiple Graphs from Matrix Polynomials. CoRR abs/2010.08120 (2020)
2010 – 2019
- 2019
- [j32]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing. IEEE J. Sel. Areas Commun. 37(10): 2267-2281 (2019) - [j31]Samuel Rey-Escudero, Fernando Jose Iglesias Garcia, Cristóbal Cabrera, Antonio G. Marques:
Sampling and Reconstruction of Diffused Sparse Graph Signals From Successive Local Aggregations. IEEE Signal Process. Lett. 26(8): 1142-1146 (2019) - [j30]Gonzalo Mateos, Santiago Segarra, Antonio G. Marques, Alejandro Ribeiro:
Connecting the Dots: Identifying Network Structure via Graph Signal Processing. IEEE Signal Process. Mag. 36(3): 16-43 (2019) - [j29]Fernando Gama, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Convolutional Neural Network Architectures for Signals Supported on Graphs. IEEE Trans. Signal Process. 67(4): 1034-1049 (2019) - [c77]Andrei Buciulea, Samuel Rey, Cristóbal Cabrera, Antonio G. Marques:
Network Reconstruction from Graph-stationary Signals with Hidden Variables. ACSSC 2019: 56-60 - [c76]Samuel Rey, Victor Tenorio, Sergio Rozada, Luca Martino, Antonio G. Marques:
Deep Encoder-Decoder Neural Network Architectures for Graph Output Signals. ACSSC 2019: 225-229 - [c75]Fernando Gama, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Convolutional Graph Neural Networks. ACSSC 2019: 452-456 - [c74]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Graph Neural Networks for Predicting Protein Functions. CAMSAP 2019: 221-225 - [c73]Samuel Rey, Antonio G. Marques, Santiago Segarra:
An Underparametrized Deep Decoder Architecture for Graph Signals. CAMSAP 2019: 231-235 - [c72]Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis:
Distributed Network Caching via Dynamic Programming. ICASSP 2019: 4574-4578 - [c71]Fernando Gama, Antonio G. Marques, Alejandro Ribeiro, Geert Leus:
Aggregation Graph Neural Networks. ICASSP 2019: 4943-4947 - [c70]Yu Zhu, Fernando Jose Iglesias Garcia, Antonio G. Marques, Santiago Segarra:
Estimation of Network Processes via Blind Graph Multi-filter Identification. ICASSP 2019: 5451-5455 - [c69]Luana Ruiz, Fernando Gama, Antonio G. Marques, Alejandro Ribeiro:
Median Activation Functions for Graph Neural Networks. ICASSP 2019: 7440-7444 - [c68]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
A Recurrent Graph Neural Network for Multi-relational Data. ICASSP 2019: 8157-8161 - [i23]Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis:
Distributed Network Caching via Dynamic Programming. CoRR abs/1902.07121 (2019) - [i22]Luana Ruiz, Fernando Gama, Antonio G. Marques, Alejandro Ribeiro:
Invariance-Preserving Localized Activation Functions for Graph Neural Networks. CoRR abs/1903.12575 (2019) - [i21]Samuel Rey, Antonio G. Marqués, Santiago Segarra:
An Underparametrized Deep Decoder Architecture for Graph Signals. CoRR abs/1908.00878 (2019) - 2018
- [j28]Fernando Jose Iglesias Garcia, Pranab Kumar Mandal, Melanie Bocquel, Antonio Garcia Marques:
Riemann-Langevin Particle Filtering in Track-Before-Detect. IEEE Signal Process. Lett. 25(7): 1039-1043 (2018) - [j27]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marques, Georgios B. Giannakis:
Two-Timescale Stochastic Dispatch of Smart Distribution Grids. IEEE Trans. Smart Grid 9(5): 4282-4292 (2018) - [j26]Weiyu Huang, Antonio G. Marques, Alejandro Ribeiro:
Rating Prediction via Graph Signal Processing. IEEE Trans. Signal Process. 66(19): 5066-5081 (2018) - [c67]Rasoul Shafipour, Santiago Segarra, Antonio G. Marques, Gonzalo Mateos:
Directed Network Topology Inference via Graph Filter Identification. DSW 2018: 210-214 - [c66]Fernando Gama, Geert Leus, Antonio G. Marques, Alejandro Ribeiro:
Convolutional Neural Networks via Node-Varying Graph Filters. DSW 2018: 220-224 - [c65]Eva Lagunas, Antonio G. Marques, Symeon Chatzinotas, Björn E. Ottersten:
Graph Similarity based on Graph Fourier Distances. EUSIPCO 2018: 877-881 - [c64]Fernando Gama, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
CNN Architectures for Graph Data. GlobalSIP 2018: 723-724 - [c63]Weiyu Huang, Antonio G. Marques, Alejandro Ribeiro:
Matrix Completion as Graph Bandlimited Reconstruction. ICASSP 2018: 4039-4043 - [c62]Rasoul Shafipour, Santiago Segarra, Antonio G. Marques, Gonzalo Mateos:
Identifying Undirected Network Structure via Semidefinite Relaxation. ICASSP 2018: 4049-4053 - [c61]Sundeep Prabhakar Chepuri, Mario Coutino, Antonio G. Marques, Geert Leus:
Distributed Analytical Graph Identification. ICASSP 2018: 4064-4068 - [c60]Fernando Jose Iglesias Garcia, Santiago Segarra, Samuel Rey-Escudero, Antonio G. Marques, David Ramírez:
Demixing and Blind Deconvolution of Graph-Diffused Sparse Signals. ICASSP 2018: 4189-4193 - [c59]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis:
Reinforcement Learning for 5G Caching with Dynamic Cost. ICASSP 2018: 6653-6657 - [c58]Fernando Gama, Antonio G. Marques, Alejandro Ribeiro, Geert Leus:
MIMO Graph Filters for Convolutional Neural Networks. SPAWC 2018: 1-5 - [c57]Santiago Segarra, Antonio G. Marques, Mohak Goyal, Samuel Rey-Escudero:
Network Topology Inference From Input-Output Diffusion Pairs. SSP 2018: 508-512 - [i20]Rasoul Shafipour, Santiago Segarra, Antonio G. Marques, Gonzalo Mateos:
Identifying the Topology of Undirected Networks from Diffused Non-stationary Graph Signals. CoRR abs/1801.03862 (2018) - [i19]Fernando Gama, Antonio G. Marques, Alejandro Ribeiro, Geert Leus:
MIMO Graph Filters for Convolutional Neural Networks. CoRR abs/1803.02247 (2018) - [i18]Fernando Gama, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Convolutional Neural Networks Architectures for Signals Supported on Graphs. CoRR abs/1805.00165 (2018) - [i17]Luana Ruiz, Fernando Gama, Antonio G. Marques, Alejandro Ribeiro:
Median activation functions for graph neural networks. CoRR abs/1810.12165 (2018) - [i16]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
A Recurrent Graph Neural Network for Multi-Relational Data. CoRR abs/1811.02061 (2018) - [i15]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. CoRR abs/1812.08593 (2018) - 2017
- [j25]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks. IEEE Trans. Parallel Distributed Syst. 28(7): 1866-1880 (2017) - [j24]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Network Topology Inference from Spectral Templates. IEEE Trans. Signal Inf. Process. over Networks 3(3): 467-483 (2017) - [j23]Santiago Segarra, Gonzalo Mateos, Antonio G. Marques, Alejandro Ribeiro:
Blind Identification of Graph Filters. IEEE Trans. Signal Process. 65(5): 1146-1159 (2017) - [j22]Santiago Segarra, Antonio G. Marques, Alejandro Ribeiro:
Optimal Graph-Filter Design and Applications to Distributed Linear Network Operators. IEEE Trans. Signal Process. 65(15): 4117-4131 (2017) - [j21]Antonio G. Marques, Santiago Segarra, Geert Leus, Alejandro Ribeiro:
Stationary Graph Processes and Spectral Estimation. IEEE Trans. Signal Process. 65(22): 5911-5926 (2017) - [c56]Santiago Segarra, Yuhao Wang, Caroline Uhler, Antonio G. Marques:
Joint inference of networks from stationary graph signals. ACSSC 2017: 975-979 - [c55]Santiago Segarra, Antonio G. Marques, Gonzalo R. Arce, Alejandro Ribeiro:
Design of weighted median graph filters. CAMSAP 2017: 1-5 - [c54]Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Antonio G. Marques, Javier Ramos:
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients. CinC 2017 - [c53]Antonio G. Marques, Cristina Soguero-Ruíz, Javier Ramos, Inmaculada Mora-Jiménez, Rebeca Goya-Esteban, Rafael García-Carretero, Óscar Barquero-Pérez:
Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. CinC 2017 - [c52]Weiyu Huang, Antonio G. Marques, Alejandro Ribeiro:
Collaborative filtering via graph signal processing. EUSIPCO 2017: 1094-1098 - [c51]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Stationary graph processes: Parametric power spectral estimation. ICASSP 2017: 4099-4103 - [c50]David Ramírez, Antonio G. Marques, Santiago Segarra:
Graph-signal reconstruction and blind deconvolution for diffused sparse inputs. ICASSP 2017: 4104-4108 - [c49]Rasoul Shafipour, Santiago Segarra, Antonio G. Marques, Gonzalo Mateos:
Network topology inference from non-stationary graph signals. ICASSP 2017: 5870-5874 - [c48]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Robust network topology inference. ICASSP 2017: 6518-6522 - [i14]Geert Leus, Santiago Segarra, Alejandro Ribeiro, Antonio G. Marques:
The Dual Graph Shift Operator: Identifying the Support of the Frequency Domain. CoRR abs/1705.08987 (2017) - [i13]Fernando Gama, Geert Leus, Antonio Garcia Marques, Alejandro Ribeiro:
Convolutional Neural Networks Via Node-Varying Graph Filters. CoRR abs/1710.10355 (2017) - 2016
- [j20]Antonio G. Marques, Santiago Segarra, Geert Leus, Alejandro Ribeiro:
Sampling of Graph Signals With Successive Local Aggregations. IEEE Trans. Signal Process. 64(7): 1832-1843 (2016) - [j19]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Reconstruction of Graph Signals Through Percolation from Seeding Nodes. IEEE Trans. Signal Process. 64(16): 4363-4378 (2016) - [c47]Fernando Gama, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Rethinking sketching as sampling: Linear transforms of graph signals. ACSSC 2016: 522-526 - [c46]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
Space-time scheduling for green data center networks. ACSSC 2016: 795-799 - [c45]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Network topology identification from imperfect spectral templates. ACSSC 2016: 1465-1469 - [c44]Antonio G. Marques, Gonzalo Mateos, Yonina C. Eldar:
SIGIBE: Solving random bilinear equations via gradient descent with spectral initialization. EUSIPCO 2016: 230-234 - [c43]Santiago Segarra, Antonio G. Marques, Gonzalo R. Arce, Alejandro Ribeiro:
Center-weighted median graph filters. GlobalSIP 2016: 336-340 - [c42]Fernando Garna, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Rethinking sketching as sampling: Efficient approximate solution to linear inverse problems. GlobalSIP 2016: 390-394 - [c41]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Blind identification of graph filters with multiple sparse inputs. ICASSP 2016: 4099-4103 - [c40]Santiago Segarra, Antonio G. Marques, Alejandro Ribeiro:
Linear network operators using node-variant graph filters. ICASSP 2016: 4850-4854 - [c39]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Space-shift sampling of graph signals. ICASSP 2016: 6355-6359 - [c38]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Stationary graph processes: Nonparametric spectral estimation. SAM 2016: 1-5 - [c37]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Network topology identification from spectral templates. SSP 2016: 1-5 - [i12]Antonio G. Marques, Santiago Segarra, Geert Leus, Alejandro Ribeiro:
Stationary Graph Processes and Spectral Estimation. CoRR abs/1603.04667 (2016) - [i11]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Network Topology Identification from Spectral Templates. CoRR abs/1604.02610 (2016) - [i10]Santiago Segarra, Gonzalo Mateos, Antonio G. Marques, Alejandro Ribeiro:
Blind Identification of Graph Filters. CoRR abs/1604.07234 (2016) - [i9]Santiago Segarra, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Network Topology Inference from Spectral Templates. CoRR abs/1608.03008 (2016) - [i8]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marqués, Georgios B. Giannakis:
Two-Timescale Stochastic Dispatch of Smart Distribution Grids. CoRR abs/1608.05269 (2016) - [i7]Fernando Gama, Antonio G. Marques, Gonzalo Mateos, Alejandro Ribeiro:
Rethinking Sketching as Sampling: A Graph Signal Processing Approach. CoRR abs/1611.00119 (2016) - 2015
- [j18]Jesus Fernandez-Bes, Jesús Cid-Sueiro, Antonio G. Marqués:
An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions. IEEE J. Sel. Areas Commun. 33(8): 1717-1729 (2015) - [c36]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Sampling of graph signals: Successive local aggregations at a single node. ACSSC 2015: 1819-1823 - [c35]Santiago Segarra, Antonio G. Marques, Alejandro Ribeiro:
Distributed implementation of linear network operators using graph filters. Allerton 2015: 1406-1413 - [c34]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Aggregation sampling of graph signals in the presence of noise. CAMSAP 2015: 101-104 - [c33]Santiago Segarra, Gonzalo Mateos, Antonio G. Marques, Alejandro Ribeiro:
Blind identification of graph filters with sparse inputs. CAMSAP 2015: 449-452 - [c32]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Interpolation of graph signals using shift-invariant graph filters. EUSIPCO 2015: 210-214 - [c31]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Reconstruction of graph signals: Percolation from a single seeding node. GlobalSIP 2015: 844-848 - [c30]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marqués, Georgios B. Giannakis:
Microgrid dispatch and price of reliability using stochastic approximation. GlobalSIP 2015: 1131-1135 - [c29]Antonio G. Marqués, Luis Cadarso, Eduardo Morgado, Carlos Figuera:
A decomposition method for optimal user assignment in cellular networks with orthogonal transmissions. ICASSP 2015: 3028-3032 - [c28]Antonio G. Marqués, Sergio Molinero, Georgios B. Giannakis:
Underlay multi-hop cognitive networks with orthogonal access. WOWMOM 2015: 1-6 - [i6]Antonio G. Marques, Santiago Segarra, Geert Leus, Alejandro Ribeiro:
Sampling of graph signals with successive local aggregations. CoRR abs/1504.04687 (2015) - [i5]Santiago Segarra, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Reconstruction of Graph Signals through Percolation from Seeding Nodes. CoRR abs/1507.08364 (2015) - [i4]Santiago Segarra, Antonio G. Marques, Alejandro Ribeiro:
Distributed Linear Network Operators using Graph Filters. CoRR abs/1510.03947 (2015) - 2014
- [j17]Antonio G. Marqués, Emiliano Dall'Anese, Georgios B. Giannakis:
Cross-Layer Optimization and Receiver Localization for Cognitive Networks Using Interference Tweets. IEEE J. Sel. Areas Commun. 32(3): 641-653 (2014) - [j16]Luis M. Lopez-Ramos, Antonio G. Marqués, Javier Ramos:
Jointly Optimal Sensing and Resource Allocation for Multiuser Interweave Cognitive Radios. IEEE Trans. Wirel. Commun. 13(11): 5954-5967 (2014) - [c27]Nikolaos Gatsis, Antonio G. Marqués:
A stochastic approximation approach to load shedding inpower networks. ICASSP 2014: 6464-6468 - [c26]Luis M. Lopez-Ramos, Antonio G. Marqués, Javier Ramos:
Joint sensing and resource allocation for underlay cognitive radios. ICASSP 2014: 7283-7287 - [c25]Carlos Gandarillas, Carlos Martin-Engenos, Hector Lopez Pombo, Antonio G. Marques:
Dynamic transmit-power control for WiFi access points based on wireless link occupancy. WCNC 2014: 1093-1098 - 2013
- [j15]Jesús Requena-Carrión, Ferney A. Beltrán-Molina, Antonio G. Marqués:
Relating the spectrum of cardiac signals to the spatiotemporal dynamics of cardiac sources. Biomed. Signal Process. Control. 8(6): 935-944 (2013) - [j14]Antonio G. Marqués, Carlos Figuera, Carlos Rey-Moreno, Francisco-Javier Simó-Reigadas:
Asymptotically Optimal Cross-Layer Schemes for Relay Networks with Short-Term and Long-Term Constraints. IEEE Trans. Wirel. Commun. 12(1): 333-345 (2013) - [c24]Emiliano Dall'Anese, Antonio G. Marqués, Georgios B. Giannakis:
Primary receiver localization using sparsity and interference tweets. CAMSAP 2013: 452-455 - [c23]Antonio G. Marqués, Emiliano Dall'Anese, Georgios B. Giannakis:
Joint resource allocation and receiver map estimation in underlay cognitive radios. ICASSP 2013: 4429-4433 - [c22]Jesús Fernandez-Bes, Antonio G. Marqués, Jesús Cid-Sueiro:
Battery-Aware Selective Transmitters in Energy-Harvesting Sensor Networks: Optimal Solution and Stochastic Dual Approximation. ISWCS 2013: 1-5 - [c21]Emiliano Dall'Anese, Antonio G. Marqués, Georgios B. Giannakis:
Hierarchical spectrum sharing using interference tweets. SPAWC 2013: 140-144 - [c20]Luis M. Lopez-Ramos, Antonio G. Marqués, Javier Ramos:
Soft-decision sequential sensing for optimization of interweave Cognitive Radio networks. SPAWC 2013: 235-239 - 2012
- [j13]Antonio G. Marqués, Luis M. Lopez-Ramos, Georgios B. Giannakis, Javier Ramos:
Resource Allocation for Interweave and Underlay CRs Under Probability-of-Interference Constraints. IEEE J. Sel. Areas Commun. 30(10): 1922-1933 (2012) - [j12]Antonio G. Marqués, Luis M. Lopez-Ramos, Georgios B. Giannakis, Javier Ramos, Antonio J. Caamaño:
Optimal Cross-Layer Resource Allocation in Cellular Networks Using Channel- and Queue-State Information. IEEE Trans. Veh. Technol. 61(6): 2789-2807 (2012) - [c19]Antonio G. Marqués, Javier Ramos, Carlos Figuera, Eduardo Morgado:
Underlay cognitive radios with finite transmission modes and capacity guarantees for primary users. ACSCC 2012: 158-162 - [c18]Antonio G. Marqués, Luis M. Lopez-Ramos, Javier Ramos:
Cognitive radios with ergodic capacity guarantees for primary users. CrownCom 2012: 147-152 - [c17]Luis M. Lopez-Ramos, Antonio G. Marqués, Javier Ramos:
Jointly optimal sensing and resource allocation for multiuser interweave cognitive radios. CrownCom 2012: 373-378 - [i3]Luis M. Lopez-Ramos, Antonio G. Marqués, Javier Ramos:
Jointly Optimal Sensing and Resource Allocation for Multiuser Overlay Cognitive Radios. CoRR abs/1211.0954 (2012) - [i2]Antonio G. Marqués:
Underlay Cognitive Radios with Capacity Guarantees for Primary Users. CoRR abs/1212.4198 (2012) - 2011
- [j11]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Optimizing Orthogonal Multiple Access Based on Quantized Channel State Information. IEEE Trans. Signal Process. 59(10): 5023-5038 (2011) - [j10]Rocio Arroyo-Valles, Antonio G. Marqués, Jesús Cid-Sueiro:
Optimal Selective Forwarding for Energy Saving in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 10(1): 164-175 (2011) - [c16]Antonio G. Marqués, Luis M. Lopez-Ramos, Georgios B. Giannakis, Javier Ramos:
Adaptive underlay cognitive radios with imperfect CSI and probabilistic interference constraints. CAMSAP 2011: 161-164 - [c15]Antonio G. Marqués, Georgios B. Giannakis, Luis M. Lopez-Ramos, Javier Ramos:
Stochastic resource allocation for cognitive radio networks based on imperfect state information. ICASSP 2011: 3196-3199 - 2010
- [j9]Nikolaos Gatsis, Antonio G. Marqués, Georgios B. Giannakis:
Power control for cooperative dynamic spectrum access networks with diverse QoS constraints. IEEE Trans. Commun. 58(3): 933-944 (2010) - [j8]Antonio G. Marqués, Ana Belén Rodríguez-González, José Luis Rojo-Álvarez, Jesús Requena-Carrión, Javier Ramos:
Optimizing Average Performance of OFDM Systems Using Limited-Rate Feedback. IEEE Trans. Wirel. Commun. 9(10): 3130-3143 (2010) - [c14]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Stochastic cross-layer resource allocation for wireless networks using orthogonal access: Optimality and delay analysis. ICASSP 2010: 3154-3157
2000 – 2009
- 2009
- [j7]Rocio Arroyo-Valles, Antonio G. Marqués, Jesús Cid-Sueiro:
Optimal Selective Transmission under Energy Constraints in Sensor Networks. IEEE Trans. Mob. Comput. 8(11): 1524-1538 (2009) - [j6]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Dynamic resource management for cognitive radios using limited-rate feedback. IEEE Trans. Signal Process. 57(9): 3651-3666 (2009) - [c13]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Stochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis. ICASSP 2009: 2357-2360 - [i1]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Optimizing Orthogonal Multiple Access based on Quantized Channel State Information. CoRR abs/0909.0760 (2009) - 2008
- [j5]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Minimizing Transmit Power for Coherent Communications in Wireless Sensor Networks With Finite-Rate Feedback. IEEE Trans. Signal Process. 56(9): 4446-4457 (2008) - [j4]Xin Wang, Antonio G. Marqués, Georgios B. Giannakis:
Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback. IEEE Trans. Signal Process. 56(9): 4470-4485 (2008) - [j3]Antonio G. Marqués, Georgios B. Giannakis, Fadel F. Digham, F. Javier Ramos:
Power-efficient wireless OFDMA using limited-rate feedback. IEEE Trans. Wirel. Commun. 7(2): 685-696 (2008) - [c12]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Optimal stochastic dual resource allocation for cognitive radios based on quantized CSI. ICASSP 2008: 2801-2804 - [c11]Nikolaos Gatsis, Antonio G. Marqués, Georgios B. Giannakis:
Utility-based power control for peer-to-peer cognitive radio networks with heterogeneous QoS constraints. ICASSP 2008: 2805-2808 - 2007
- [j2]Xin Wang, Georgios B. Giannakis, Antonio G. Marqués:
A Unified Approach to QoS-Guaranteed Scheduling for Channel-Adaptive Wireless Networks. Proc. IEEE 95(12): 2410-2431 (2007) - [c10]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Channel-adaptive resource allocation for cognitive OFDMA RADIOS based on limited-rate feedback. EUSIPCO 2007: 861-865 - [c9]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Optimizing Energy Efficiency of TDMA with Finite Rate Feedback. ICASSP (3) 2007: 117-120 - [c8]Antonio G. Marqués, Xing Wang, Georgios B. Giannakis:
Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information. ICASSP (3) 2007: 529-532 - [c7]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis, F. Javier Ramos:
Reduced-Complexity Power-Efficient Wireless OFDMA using an Equally Probable CSI Quantizer. ICC 2007: 2912-2917 - [c6]Rocio Arroyo-Valles, Antonio G. Marqués, Jesús Cid-Sueiro:
Energy-aware Geographic Forwarding of Prioritized Messages in Wireless Sensor Networks. MASS 2007: 1-9 - [c5]Antonio G. Marqués, Georgios B. Giannakis, Fadel F. Digham, F. Javier Ramos:
Minimizing Power in Wireless OFDMA with Limited-Rate Feedback. WCNC 2007: 1367-1372 - 2006
- [j1]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis:
Optimizing Power Efficiency of OFDM Using Quantized Channel State Information. IEEE J. Sel. Areas Commun. 24(8): 1581-1592 (2006) - [c4]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis:
Power-Efficient OFDM with Reduced Complexity and Feedback Overhead. ICASSP (4) 2006: 653-656 - [c3]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis:
Power-Efficient OFDM via Quantized Channel State Information. ICC 2006: 2923-2928 - [c2]Rocio Arroyo-Valles, Antonio G. Marques, Juan José Vinagre-Díaz, Jesús Cid-Sueiro:
A Bayesian Decision Model for Intelligent Routing in Sensor Networks. ISWCS 2006: 103-107 - 2005
- [c1]Pablo Serrano, David Larrabeiti, Manuel Urueña, Antonio G. Marqués:
Error-Aware Scheduling and its Effect on Efficiency and Fairness. EUNICE 2005: 145-156
Coauthor Index
Samuel Rey-Escudero
aka: Samuel Rey
aka: Samuel Rey
[i37] [j38] [j35] [j30] [j29] [c75] [c71] [c69] [i22] [j26] [c66] [c64] [c63] [c58] [i19] [i18] [i17] [j24] [j23] [j22] [j21] [c55] [c52] [c51] [c48] [i14] [i13] [j20] [j19] [c47] [c45] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [i12] [i11] [i10] [i9] [i7] [c36] [c35] [c34] [c33] [c32] [c31] [i6] [i5] [i4]
[j48] [c97] [c92] [i47] [i41] [i36] [i35] [j46] [i34] [j43] [j41] [c86] [c84] [i30] [j40] [c83] [i28] [i27] [i26] [j36] [j34] [c78] [i24] [j30] [c73] [c70] [i21] [c67] [c62] [c60] [c57] [i20] [j24] [j23] [j22] [j21] [c56] [c55] [c51] [c50] [c49] [c48] [i14] [j20] [j19] [c45] [c43] [c41] [c40] [c39] [c38] [c37] [i12] [i11] [i10] [i9] [c36] [c35] [c34] [c33] [c32] [c31] [i6] [i5] [i4]
Victor Tenorio
aka: Victor M. Tenorio
aka: Victor M. Tenorio
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