Martina Cinquini

Orcid: 0000-0003-3101-3659

According to our database1, Martina Cinquini authored at least 9 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
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1
2
3
4
5
1
1
3
3
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Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
A Practical Approach to Causal Inference over Time.
CoRR, 2024

Causality-Aware Local Interpretable Model-Agnostic Explanations.
Proceedings of the Explainable Artificial Intelligence, 2024

Constraint-Free Structure Learning with Smooth Acyclic Orientations.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Leveraging Time-Aware Causal Algorithmic Recourse for Promoting Fairness⋆.
Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), 2024

2023
Handling Missing Values in Local Post-hoc Explainability.
Proceedings of the Explainable Artificial Intelligence, 2023

The Importance of Time in Causal Algorithmic Recourse.
Proceedings of the Explainable Artificial Intelligence, 2023

GenFair: A Genetic Fairness-Enhancing Data Generation Framework.
Proceedings of the Discovery Science - 26th International Conference, 2023

2022
CALIME: Causality-Aware Local Interpretable Model-Agnostic Explanations.
CoRR, 2022

2021
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery.
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021


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