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Andrea Pugnana
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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
1092022
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
72023
AUC-based Selective Classification
A Pugnana, S Ruggieri
International Conference on Artificial Intelligence and Statistics, 2494-2514, 2023
72023
A model-agnostic heuristics for selective classification
A Pugnana, S Ruggieri
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9461-9469, 2023
52023
Deep Neural Network Benchmarks for Selective Classification
A Pugnana, L Perini, J Davis, S Ruggieri
arXiv preprint arXiv:2401.12708, 2024
12024
Solving imbalanced learning with outlier detection and features reduction
S Lusito, A Pugnana, R Guidotti
Machine Learning, 1-58, 2023
12023
Topics in selective classification
A Pugnana
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16129 …, 2023
12023
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
2023
Model Agnostic Explainable Selective Regression via Uncertainty Estimation
A Pugnana, C Mougan, DS Nielsen
arXiv preprint arXiv:2311.09145, 2023
2023
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