Donatello Materassi

A brief explanation of the issue of faithfulness and link orientation in network reconstruction

Mihaela Dimovska, Donatello Materassi, 2019, 2019 American Control Conference (ACC).

An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness pdf

Mihaela Dimovska, Donatello Materassi, 2020, ArXiv.

An Algorithm to Learn Polytree Networks with Hidden Nodes

Donatello Materassi, Firoozeh Sepehr, D. Materassi, 2019, NeurIPS.

A Control Theoretic Look at Granger Causality: Extending Topology Reconstruction to Networks With Direct Feedthroughs

Mihaela Dimovska, Donatello Materassi, D. Materassi, 2021, IEEE Transactions on Automatic Control.

Granger-faithfulness and link orientation in network reconstruction pdf

Mihaela Dimovska, Donatello Materassi, 2020, ArXiv.