Alberto Natali

Publications

Learning Time-Varying Graphs From Online Data
Natali, A.; Isufi, E.; Coutino, M.; Leus, G.;
IEEE Open Journal of Signal Processing,
Volume 3, pp. 212--228, 2022. DOI: 10.1109/OJSP.2022.3178901
Online Graph Learning From Time-Varying Structural Equation Models
Natali, A.; Isufi, E.; Coutino, M.; Leus, G.;
In Proc. of Asilomar Conference on Signals, Systems, and Computers (Asilomar),
Monterey, California, USA, pp. 1579--1585, October 2021. DOI: 10.1109/IEEECONF53345.2021.9723163
Online Time-Varying Topology Identification Via Prediction-Correction Algorithms
Natali, A.; Coutino, M.; Isufi, E.; Leus, G.;
In Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Rio de Janeiro, Brazil, pp. 5400--5404, July 2021. DOI: 10.1109/ICASSP39728.2021.9415053
Forecasting multi-dimensional processes over graphs
Alberto Natali; Elvin Isufi; Geert Leus;
In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Barcelona (Spain), May 2020. DOI: 10.1109/ICASSP40776.2020.9053522
document
Topology-Aware Joint Graph Filter and Edge Weight Identification for Network Processes
Alberto Natali; Mario Coutino; Geert Leus;
In 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP),
Espoo (Finland), September 2020. DOI: 10.1109/MLSP49062.2020.9231913
document