A clarification of the nuances in the fairness metrics landscape A Castelnovo, R Crupi, G Greco, D Regoli, IG Penco, AC Cosentini Scientific Reports 12 (1), 4209, 2022 | 124 | 2022 |
Phase separation in the two-dimensional Hubbard model: A fixed-node quantum Monte Carlo study AC Cosentini, M Capone, L Guidoni, GB Bachelet Physical Review B 58 (22), R14685, 1998 | 46 | 1998 |
The zoo of fairness metrics in machine learning A Castelnovo, R Crupi, G Greco, D Regoli, IG Penco, AC Cosentini | 32 | 2021 |
Towards fairness through time A Castelnovo, L Malandri, F Mercorio, M Mezzanzanica, A Cosentini Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 20 | 2021 |
FFTree: A flexible tree to handle multiple fairness criteria A Castelnovo, A Cosentini, L Malandri, F Mercorio, M Mezzanzanica Information Processing & Management 59 (6), 103099, 2022 | 8 | 2022 |
Disambiguation of company names via deep recurrent networks A Basile, R Crupi, M Grasso, A Mercanti, D Regoli, S Scarsi, S Yang, ... Expert Systems with Applications 238, 122035, 2024 | 5 | 2024 |
Investigating bias with a synthetic data generator: Empirical evidence and philosophical interpretation A Castelnovo, R Crupi, N Inverardi, D Regoli, A Cosentini arXiv preprint arXiv:2209.05889, 2022 | 5 | 2022 |
Bias on demand: investigating bias with a synthetic data generator J Baumann, A Castelnovo, A Cosentini, R Crupi, N Inverardi, D Regoli 32nd International Joint Conference on Artificial Intelligence (IJCAI …, 2023 | 1 | 2023 |
DTOR: Decision Tree Outlier Regressor to explain anomalies R Crupi, AD Sabatino, I Marano, M Brinis, L Albertazzi, A Cirillo, ... arXiv preprint arXiv:2403.10903, 2024 | | 2024 |
Declarative Encoding of Fairness in Logic Tensor Networks G Greco, F Alberici, M Palmonari, A Cosentini FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS 372, 908-915, 2023 | | 2023 |
PHASE SEPARATION IN THE 2D HUBBARD MODEL A CHALLENGING APPLICATION OF FIXED-NODE QMC GB Bachelet, AC Cosentini Quantum Monte Carlo Methods in Physics and Chemistry 525, 375, 1998 | | 1998 |