Ruggieri, Salvatore

17 publications

AISTATS 2025 A Causal Framework for Evaluating Deferring Systems Filippo Palomba, Andrea Pugnana, Jose Manuel Alvarez, Salvatore Ruggieri

AAAI 2025 A Practical Approach to Causal Inference over Time Martina Cinquini, Isacco Beretta, Salvatore Ruggieri, Isabel Valera

JAIR 2025 Counterfactual Situation Testing: From Single to Multidimensional Discrimination José M. Álvarez, Salvatore Ruggieri

AAAI 2025 Things Machine Learning Models Know That They Don't Know Salvatore Ruggieri, Andrea Pugnana

DMLR 2024 Deep Neural Network Benchmarks for Selective Classification Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri

AAAI 2023 A Model-Agnostic Heuristics for Selective Classification Andrea Pugnana, Salvatore Ruggieri

AISTATS 2023 AUC-Based Selective Classification Andrea Pugnana, Salvatore Ruggieri

AAAI 2023 Can We Trust Fair-AI? Salvatore Ruggieri, José M. Álvarez, Andrea Pugnana, Laura State, Franco Turini

MLJ 2023 Explaining Short Text Classification with Diverse Synthetic Exemplars and Counter-Exemplars Orestis Lampridis, Laura State, Riccardo Guidotti, Salvatore Ruggieri

JMLR 2019 Complete Search for Feature Selection in Decision Trees Salvatore Ruggieri

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

ICML 2017 Enumerating Distinct Decision Trees Salvatore Ruggieri

ECML-PKDD 2016 A KDD Process for Discrimination Discovery Salvatore Ruggieri, Franco Turini

ECML-PKDD 2014 Anti-Discrimination Analysis Using Privacy Attack Strategies Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang

IJCAI 2013 Learning from Polyhedral Sets Salvatore Ruggieri

ECML-PKDD 2010 Porting Decision Tree Algorithms to Multicore Using FastFlow Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati

ECML-PKDD 2008 A Case Study in Sequential Pattern Mining for IT-Operational Risk Valerio Grossi, Andrea Romei, Salvatore Ruggieri