Robust graph filter identification and graph denoising from signal observations S Rey, VM Tenorio, AG Marques IEEE Transactions on Signal Processing, 2023 | 13 | 2023 |
A robust alternative for graph convolutional neural networks via graph neighborhood filters VM Tenorio, S Rey, F Gama, S Segarra, AG Marques 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1573-1578, 2021 | 9 | 2021 |
Low-rank state-action value-function approximation S Rozada, V Tenorio, AG Marques 2021 29th European Signal Processing Conference (EUSIPCO), 1471-1475, 2021 | 8 | 2021 |
Overparametrized deep encoder-decoder schemes for inputs and outputs defined over graphs S Rey, V Tenorio, S Rozada, L Martino, AG Marques 2020 28th European Signal Processing Conference (EUSIPCO), 855-859, 2021 | 6 | 2021 |
Deep encoder-decoder neural network architectures for graph output signals S Rey, V Tenorio, S Rozada, L Martino, AG Marques 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 225-229, 2019 | 6 | 2019 |
Signal processing and machine learning for air traffic delay prediction VM Tenorio, AG Marques, L Cadarso Transportation Research Procedia 58, 463-470, 2021 | 4 | 2021 |
Recovering Missing Node Features with Local Structure-Based Embeddings VM Tenorio, M Navarro, S Segarra, AG Marques ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
Redesigning graph filter-based GNNs to relax the homophily assumption S Rey, M Navarro, VM Tenorio, S Segarra, AG Marques arXiv preprint arXiv:2409.08676, 2024 | 2 | 2024 |
A primal-dual-assisted penalty approach to bilevel optimization with coupled constraints L Jiang, Q Xiao, VM Tenorio, F Real-Rojas, AG Marques, T Chen arXiv preprint arXiv:2406.10148, 2024 | 2 | 2024 |
Blind Deconvolution of Sparse Graph Signals in the Presence of Perturbations VM Tenorio, S Rey, AG Marques ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 2 | 2024 |
Robust Graph Neural Network Based on Graph Denoising VM Tenorio, S Rey, AG Marques 2023 57th Asilomar Conference on Signals, Systems, and Computers, 578-582, 2023 | 1 | 2023 |
Structure-Guided Input Graph for GNNs facing Heterophily VM Tenorio, M Navarro, S Rey, S Segarra, AG Marques arXiv preprint arXiv:2412.01757, 2024 | | 2024 |
Exploiting the Structure of Two Graphs with Graph Neural Networks VM Tenorio, AG Marques arXiv preprint arXiv:2411.05119, 2024 | | 2024 |
Tracking Network Dynamics using Probabilistic State-Space Models VM Tenorio, E Isufi, G Leus, AG Marques arXiv preprint arXiv:2409.08238, 2024 | | 2024 |