222 citations · 249 across the 7 of their papers we have counts for
3 papers · 1 filter
DTOR: Decision Tree Outlier Regressor to explain anomalies
Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino +5
Explaining outliers occurrence and mechanism of their occurrence can be extremely important in a variety of domains. Malfunctions, frauds, threats, in addition to being correctly i…
A Clarification of the Nuances in the Fairness Metrics Landscape
Alessandro Castelnovo, Riccardo Crupi, Greta Greco +3
In recent years, the problem of addressing fairness in Machine Learning (ML) and automatic decision-making has attracted a lot of attention in the scientific communities dealing wi…
BeFair: Addressing Fairness in the Banking Sector
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba +4
Algorithmic bias mitigation has been one of the most difficult conundrums for the data science community and Machine Learning (ML) experts. Over several years, there have appeared…