Martina Cinquini

According to our database, Martina Cinquini authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Constraint-Free Structure Learning with Smooth Acyclic Orientations.

Riccardo Massidda, Francesco Landolfi, Martina Cinquini, Davide Bacciu

CoRR, 2023

Handling Missing Values in Local Post-hoc Explainability.

Martina Cinquini, Fosca Giannotti, Riccardo Guidotti, Andrea Mattei

Proceedings of the Explainable Artificial Intelligence, 2023

The Importance of Time in Causal Algorithmic Recourse.

Isacco Beretta, Martina Cinquini

Proceedings of the Explainable Artificial Intelligence, 2023

GenFair: A Genetic Fairness-Enhancing Data Generation Framework.

Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

CALIME: Causality-Aware Local Interpretable Model-Agnostic Explanations.

Martina Cinquini, Riccardo Guidotti

CoRR, 2022

2021

Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery.

Martina Cinquini, Fosca Giannotti, Riccardo Guidotti

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021