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Antonio Rago

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Robust Counterfactual Explanations in Machine Learning: A Survey

Feb 02, 2024
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

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Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report)

Jan 03, 2024
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni

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Recourse under Model Multiplicity via Argumentative Ensembling

Dec 22, 2023
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni

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Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation

Sep 22, 2023
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni

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Interactive Explanations by Conflict Resolution via Argumentative Exchanges

Mar 27, 2023
Antonio Rago, Hengzhi Li, Francesca Toni

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Formalising the Robustness of Counterfactual Explanations for Neural Networks

Aug 31, 2022
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

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Forecasting Argumentation Frameworks

May 23, 2022
Benjamin Irwin, Antonio Rago, Francesca Toni

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Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement

May 23, 2022
Antonio Rago, Pietro Baroni, Francesca Toni

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Argumentative XAI: A Survey

May 24, 2021
Kristijonas Čyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni

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Influence-Driven Explanations for Bayesian Network Classifiers

Dec 10, 2020
Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni

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