Score-and-search methods for the recovery of structure in networks of dynamic systems. - Darya Biparva; Donatello Materassi (CDC, 2022)

Application of eXplainable AI and causal inference methods to estimation algorithms in networks of dynamic systems. - Darya Biparva; Donatello Materassi (ACC, 2023)

Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach. - Darya Biparva; Donatello Materassi (ICML, 2024)