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Counterfactual graphs for explainable classification of brain networks
C Abrate, F Bonchi
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
452021
Continuous-action reinforcement learning for portfolio allocation of a life insurance company
C Abrate, A Angius, G De Francisci Morales, S Cozzini, F Iadanza, ...
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
82021
Large scale analysis of gender bias and sexism in song lyrics
L Betti, C Abrate, A Kaltenbrunner
EPJ Data Science 12 (1), 10, 2023
52023
Setting the right expectations: Algorithmic recourse over time
J Fonseca, A Bell, C Abrate, F Bonchi, J Stoyanovich
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
32023
Relevance-based Infilling for Natural Language Counterfactuals
L Betti, C Abrate, F Bonchi, A Kaltenbrunner
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity
A Bell, J Fonseca, C Abrate, F Bonchi, J Stoyanovich
arXiv preprint arXiv:2401.16088, 2024
2024
Counterfactual Explanations for Graph Classification Through the Lenses of Density
C Abrate, G Preti, F Bonchi
World Conference on Explainable Artificial Intelligence, 324-348, 2023
2023
Topic-based summarization to objectively analyze Central Bank statements and market sentiment
C Abrate
Politecnico di Torino, 2018
2018
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