Gianluigi Lopardo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Top Venues

ICPR Workshops (3)

Publications

Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
Attention Meets Post-hoc Interpretability: A Mathematical Perspective. CoRR (2024)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
A Sea of Words: An In-Depth Analysis of Anchors for Text Data. AISTATS (2023)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
Understanding Post-hoc Explainers: The Case of Anchors. CoRR (2023)
Gianluigi Lopardo, Frédéric Precioso, Damien Garreau
Faithful and Robust Local Interpretability for Textual Predictions. CoRR (2023)
Gianluigi Lopardo, Damien Garreau
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data. CoRR (2022)
Gianluigi Lopardo, Damien Garreau, Frédéric Precioso
A Sea of Words: An In-Depth Analysis of Anchors for Text Data. CoRR (2022)
Gianluigi Lopardo, Damien Garreau
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data. ICPR Workshops (3) (2022)
Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
SMACE: A New Method for the Interpretability of Composite Decision Systems. ECML/PKDD (1) (2022)
Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson
SMACE: A New Method for the Interpretability of Composite Decision Systems. CoRR (2021)