Learning Time-Varying Graphs from Online Data A Natali, E Isufi, M Coutino, G Leus IEEE Open Journal of Signal Processing, 212 - 228, 2022 | 19 | 2022 |
Online time-varying topology identification via prediction-correction algorithms A Natali, M Coutino, E Isufi, G Leus ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 17 | 2021 |
Topology-aware joint graph filter and edge weight identification for network processes A Natali, M Coutino, G Leus 2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020 | 13 | 2020 |
Forecasting multi-dimensional processes over graphs A Natali, E Isufi, G Leus ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 11 | 2020 |
Online graph learning from time-varying structural equation models A Natali, E Isufi, M Coutino, G Leus 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1579-1585, 2021 | 6 | 2021 |
Blind polynomial regression A Natali, G Leus ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
A general convolution theorem for graph data A Natali, G Leus 2022 56th Asilomar Conference on Signals, Systems, and Computers, 48-52, 2022 | 2 | 2022 |
A Generalization of the Convolution Theorem and its Connections to Non-Stationarity and the Graph Frequency Domain A Natali, G Leus arXiv preprint arXiv:2312.16922, 2023 | | 2023 |
Forecasting Graph Signals with Recursive MIMO Graph Filters J Van der Hoeven, A Natali, G Leus 2023 31st European Signal Processing Conference (EUSIPCO), 1843-1847, 2023 | | 2023 |