| Methods and tools for causal discovery and causal inference AR Nogueira, A Pugnana, S Ruggieri, D Pedreschi, J Gama Wiley interdisciplinary reviews: data mining and knowledge discovery 12 (2 …, 2022 | 186 | 2022 |
| Can we trust fair-AI? S Ruggieri, JM Alvarez, A Pugnana, F Turini Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15421 …, 2023 | 17 | 2023 |
| AUC-based Selective Classification A Pugnana, S Ruggieri International Conference on Artificial Intelligence and Statistics, 2494-2514, 2023 | 15 | 2023 |
| A model-agnostic heuristics for selective classification A Pugnana, S Ruggieri Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9461-9469, 2023 | 12 | 2023 |
| Deep Neural Network Benchmarks for Selective Classification A Pugnana, L Perini, J Davis, S Ruggieri arXiv preprint arXiv:2401.12708, 2024 | 5 | 2024 |
| Solving imbalanced learning with outlier detection and features reduction S Lusito, A Pugnana, R Guidotti Machine Learning 113 (8), 5273-5330, 2024 | 3 | 2024 |
| A Causal Framework for Evaluating Deferring Systems F Palomba, A Pugnana, JM Alvarez, S Ruggieri arXiv preprint arXiv:2405.18902, 2024 | 2 | 2024 |
| Topics in selective classification A Pugnana Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16129 …, 2023 | 2 | 2023 |
| Applied Data Science for Leasing Score Prediction G Cianci, R Goglia, R Guidotti, M Kapllaj, R Mosca, A Pugnana, F Ricotti, ... 2023 IEEE International Conference on Big Data (BigData), 1687-1696, 2023 | 1 | 2023 |
| Model Agnostic Explainable Selective Regression via Uncertainty Estimation A Pugnana, C Mougan, DS Nielsen arXiv preprint arXiv:2311.09145, 2023 | 1 | 2023 |
| Interpretable and Fair Mechanisms for Abstaining Classifiers D Lenders, A Pugnana, R Pellungrini, T Calders, D Pedreschi, F Giannotti Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | | 2024 |
Salvatore RuggieriUniversità di PisaEmail verificata su di.unipi.it