25 citations · 38 across the 5 of their papers we have counts for
5 papers
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity
Andrew Bell, Joao Fonseca, Carlo Abrate +2
Algorithmic recourse -- providing recommendations to those affected negatively by the outcome of an algorithmic system on how they can take action and change that outcome -- has ga…
Setting the Right Expectations: Algorithmic Recourse Over Time
Joao Fonseca, Andrew Bell, Carlo Abrate +2
Algorithmic systems are often called upon to assist in high-stakes decision making. In light of this, algorithmic recourse, the principle wherein individuals should be able to take…
Counterfactual Explanations for Graph Classification Through the Lenses of Density
Carlo Abrate, Giulia Preti, Francesco Bonchi
Counterfactual examples have emerged as an effective approach to produce simple and understandable post-hoc explanations. In the context of graph classification, previous work has…
Large scale analysis of gender bias and sexism in song lyrics
Lorenzo Betti, Carlo Abrate, Andreas Kaltenbrunner
We employ Natural Language Processing techniques to analyse 377808 English song lyrics from the "Two Million Song Database" corpus, focusing on the expression of sexism across five…
Counterfactual Graphs for Explainable Classification of Brain Networks
Carlo Abrate, Francesco Bonchi
Training graph classifiers able to distinguish between healthy brains and dysfunctional ones, can help identifying substructures associated to specific cognitive phenotypes. Howeve…