Monreale, Anna

7 publications

ECML-PKDD 2025 Optimizing and Tuning Fairness in Machine Learning: An Augmented Lagrangian Method with a Performance Budget Michele Fontana, Francesca Naretto, Anna Monreale

AAAI 2024 Generative Model for Decision Trees Riccardo Guidotti, Anna Monreale, Mattia Setzu, Giulia Volpi

AAAI 2020 Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi

ECML-PKDD 2019 Black Box Explanation by Learning Image Exemplars in the Latent Feature Space Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi

AAAI 2019 Meaningful Explanations of Black Box AI Decision Systems Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini

ECML-PKDD 2012 AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems Ruilin Liu, Wendy Hui Wang, Anna Monreale, Dino Pedreschi, Fosca Giannotti, Wenge Guo

ECML-PKDD 2010 Exploring Real Mobility Data with M-Atlas Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti