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Andrea Cosentini
Andrea Cosentini
Other namesAndrea Claudio Cosentini
Head of Data Science & AI, Intesa Sanpaolo Bank
Verified email at intesasanpaolo.com
Title
Cited by
Cited by
Year
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
1182022
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
461998
The zoo of fairness metrics in machine learning
A Castelnovo, R Crupi, G Greco, D Regoli, IG Penco, AC Cosentini
322021
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
182021
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
82022
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
52024
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
52022
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
12023
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
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