Martina Cinquini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Conditional Independence

Causal Discovery

Data Generation

Structure Learning

Top Venues

Publications

Riccardo Massidda, Francesco Landolfi, Martina Cinquini, Davide Bacciu
Constraint-Free Structure Learning with Smooth Acyclic Orientations. ICLR (2024)
Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri
GenFair: A Genetic Fairness-Enhancing Data Generation Framework. DS (2023)
Isacco Beretta, Martina Cinquini
The Importance of Time in Causal Algorithmic Recourse. xAI (1) (2023)
Isacco Beretta, Martina Cinquini
The Importance of Time in Causal Algorithmic Recourse. CoRR (2023)
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery. CoRR (2023)
Riccardo Massidda, Francesco Landolfi, Martina Cinquini, Davide Bacciu
Constraint-Free Structure Learning with Smooth Acyclic Orientations. CoRR (2023)
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti, Andrea Mattei
Handling Missing Values in Local Post-hoc Explainability. xAI (2) (2023)
Martina Cinquini, Riccardo Guidotti
CALIME: Causality-Aware Local Interpretable Model-Agnostic Explanations. CoRR (2022)
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery. CogMI (2021)