Gianluigi Lopardo

According to our database, Gianluigi Lopardo authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Attention Meets Post-hoc Interpretability: A Mathematical Perspective.

Gianluigi Lopardo, Frédéric Precioso, Damien Garreau

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Faithful and Robust Local Interpretability for Textual Predictions.

Gianluigi Lopardo, Frédéric Precioso, Damien Garreau

CoRR, 2023

Understanding Post-hoc Explainers: The Case of Anchors.

Gianluigi Lopardo, Frédéric Precioso, Damien Garreau

CoRR, 2023

A Sea of Words: An In-Depth Analysis of Anchors for Text Data.

Gianluigi Lopardo, Frédéric Precioso, Damien Garreau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

SMACE: A New Method for the Interpretability of Composite Decision Systems.

Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Comparing Feature Importance and Rule Extraction for Interpretability on Text Data.

Gianluigi Lopardo, Damien Garreau

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022