Alberto Natali

According to our database, Alberto Natali authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Graph Topology Identification Based on Covariance Matching.

Yongsheng Han, Alberto Natali, Geert Leus

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

A Generalization of the Convolution Theorem and Its Connections to Non-Stationarity and the Graph Frequency Domain.

Alberto Natali, Geert Leus

IEEE Trans. Signal Process., 2024

2023

Blind Polynomial Regression.

Alberto Natali, Geert Leus

Proceedings of the IEEE International Conference on Acoustics, 2023

Forecasting Graph Signals with Recursive MIMO Graph Filters.

Jelmer van der Hoeven, Alberto Natali, Geert Leus

Proceedings of the 31st European Signal Processing Conference, 2023

2022

A General Convolution Theorem for Graph Data.

Alberto Natali, Geert Leus

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Learning Time-Varying Graphs from Online Data.

Alberto Natali, Elvin Isufi, Mario Coutino, Geert Leus

CoRR, 2021

Online Time-Varying Topology Identification Via Prediction-Correction Algorithms.

Alberto Natali, Mario Coutino, Elvin Isufi, Geert Leus

Proceedings of the IEEE International Conference on Acoustics, 2021

Online Graph Learning From Time-Varying Structural Equation Models.

Alberto Natali, Elvin Isufi, Mario Coutino, Geert Leus

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Topology-Aware Joint Graph Filter and Edge Weight Identification for Network Processes.

Alberto Natali, Mario Coutino, Geert Leus

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Forecasting Multi-Dimensional Processes Over Graphs.

Alberto Natali, Elvin Isufi, Geert Leus

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020