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Gianluigi Lopardo
Gianluigi Lopardo
Applied Mathematician, PhD | European Central Bank
Verified email at ecb.europa.eu - Homepage
Title
Cited by
Cited by
Year
A Sea of Words: An In-Depth Analysis of Anchors for Text Data
G Lopardo, F Precioso, D Garreau
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2023
62023
Understanding Post-hoc Explainers: The Case of Anchors
G Lopardo, F Precioso, D Garreau
arXiv preprint arXiv:2303.08806, 2023
32023
Explainable AI for business decision-making
G Lopardo
Politecnico di Torino, 83, 2021
32021
Attention Meets Post-hoc Interpretability: A Mathematical Perspective
G Lopardo, F Precioso, D Garreau
Proceedings of the 41st International Conference on Machine Learning, 2024
22024
Faithful and Robust Local Interpretability for Textual Predictions
G Lopardo, F Precioso, D Garreau
arXiv preprint arXiv:2311.01605, 2023
22023
SMACE: A New Method for the Interpretability of Composite Decision Systems
G Lopardo, D Garreau, F Precioso, G Ottosson
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2022
22022
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data
G Lopardo, D Garreau
ICPR 2-nd Workshop on Explainable and Ethical AI - 26TH International …, 2022
12022
Foundations of machine learning interpretability
G Lopardo
Université Côte d'Azur, 2024
2024
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