Ettore Mariotti

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Linear Classifiers

Natural Language

Confusion Matrix

Top Venues

Publications

Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt
Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models. Inf. Fusion 99 (2023)
Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
A Confusion Matrix for Evaluating Feature Attribution Methods. CVPR Workshops (2023)
Ettore Mariotti, Adarsa Sivaprasad, Jose Maria Alonso-Moral
Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI. xAI (1) (2023)
Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt
Measuring Model Understandability by means of Shapley Additive Explanations. FUZZ-IEEE (2022)
Ettore Mariotti, José M. Alonso, Roberto Confalonieri
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services. FUZZ-IEEE (2021)
Ettore Mariotti, José M. Alonso, Albert Gatt
Towards Harnessing Natural Language Generation to Explain Black-box Models. NL4XAI@INGL (2020)