Search Results for author: Andrea Claudio Cosentini

Found 2 papers, 2 papers with code

DTOR: Decision Tree Outlier Regressor to explain anomalies

1 code implementation • 16 Mar 2024 • Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini

Explaining outliers occurrence and mechanism of their occurrence can be extremely important in a variety of domains.

Anomaly Detection valid

Paper
Code

A Clarification of the Nuances in the Fairness Metrics Landscape

1 code implementation • 1 Jun 2021 • Alessandro Castelnovo, Riccardo Crupi, Greta Greco, Daniele Regoli, Ilaria Giuseppina Penco, Andrea Claudio Cosentini

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 with Artificial Intelligence.

BIG-bench Machine Learning Decision Making +1

Paper
Code

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