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Salvatore Ruggieri

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Causal Perception

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Jan 24, 2024
Jose M. Alvarez, Salvatore Ruggieri

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Deep Neural Network Benchmarks for Selective Classification

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Jan 23, 2024
Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri

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Correlation and Unintended Biases on Univariate and Multivariate Decision Trees

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Dec 04, 2023
Mattia Setzu, Salvatore Ruggieri

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Causal Fairness-Guided Dataset Reweighting using Neural Networks

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Nov 17, 2023
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci

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Declarative Reasoning on Explanations Using Constraint Logic Programming

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Sep 01, 2023
Laura State, Salvatore Ruggieri, Franco Turini

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Ensemble of Counterfactual Explainers

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Aug 29, 2023
Riccardo Guidotti, Salvatore Ruggieri

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The Initial Screening Order Problem

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Jul 28, 2023
Jose M. Alvarez, Salvatore Ruggieri

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Reason to explain: Interactive contrastive explanations (REASONX)

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May 29, 2023
Laura State, Salvatore Ruggieri, Franco Turini

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Demographic Parity Inspector: Fairness Audits via the Explanation Space

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Mar 14, 2023
Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab

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Domain Adaptive Decision Trees: Implications for Accuracy and Fairness

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Feb 27, 2023
Jose M. Alvarez, Kristen M. Scott, Salvatore Ruggieri, Bettina Berendt

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