Antonio Rago

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 48

Top Topics

Argumentation Frameworks

Top Venues

Publications

Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
Argumentative Large Language Models for Explainable and Contestable Decision-Making. CoRR (2024)
Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Recourse under Model Multiplicity via Argumentative Ensembling. AAMAS (2024)
Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni
Contestable AI needs Computational Argumentation. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Interval Abstractions for Robust Counterfactual Explanations. CoRR (2024)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Robust Counterfactual Explanations in Machine Learning: A Survey. CoRR (2024)
Deniz Gorur, Antonio Rago, Francesca Toni
Can Large Language Models perform Relation-based Argument Mining? CoRR (2024)
Francesca Toni, Antonio Rago, Kristijonas Cyras
Forecasting with jury-based probabilistic argumentation. J. Appl. Non Class. Logics 33 (3-4) (2023)
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report). CoRR (2023)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers. Frontiers Artif. Intell. 6 (2023)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Formalising the Robustness of Counterfactual Explanations for Neural Networks. AAAI (2023)
Antonio Rago, Hengzhi Li, Francesca Toni
Interactive Explanations by Conflict Resolution via Argumentative Exchanges. CoRR (2023)
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. CoRR (2023)
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation. ACML (2023)
Antonio Rago, Fabrizio Russo, Emanuele Albini, Francesca Toni, Pietro Baroni
Explaining Classifiers' Outputs with Causal Models and Argumentation. FLAP 10 (3) (2023)
Deniz Gorur, Antonio Rago, Francesca Toni
ArguCast: A System for Online Multi-Forecasting with Gradual Argumentation. Arg&App@KR (2023)
Antonio Rago, Hengzhi Li, Francesca Toni
Interactive Explanations by Conflict Resolution via Argumentative Exchanges. KR (2023)
Antonio Rago, Pietro Baroni, Francesca Toni
Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. CoRR (2022)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. SUM (2022)
Benjamin Irwin, Antonio Rago, Francesca Toni
Forecasting Argumentation Frameworks. KR (2022)
Benjamin Irwin, Antonio Rago, Francesca Toni
Argumentative Forecasting. AAMAS (2022)
Benjamin Irwin, Antonio Rago, Francesca Toni
Forecasting Argumentation Frameworks. CoRR (2022)
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
Formalising the Robustness of Counterfactual Explanations for Neural Networks. CoRR (2022)
Antonio Rago, Pietro Baroni, Francesca Toni
Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement. KR (2022)
Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni
Interpreting and explaining pagerank through argumentation semantics. Intelligenza Artificiale 15 (1) (2021)
Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
Argumentative XAI: A Survey. CoRR (2021)
Antonio Rago, Oana Cocarascu, Christos Bechlivanidis, David A. Lagnado, Francesca Toni
Argumentative explanations for interactive recommendations. Artif. Intell. 296 (2021)
Adam Dejl, Peter He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks. AAMAS (2021)
Purin Sukpanichnant, Antonio Rago, Piyawat Lertvittayakumjorn, Francesca Toni
Neural QBAFs: Explaining Neural Networks Under LRP-Based Argumentation Frameworks. AI*IA (2021)
Antonio Rago, Fabrizio Russo, Emanuele Albini, Pietro Baroni, Francesca Toni
Forging Argumentative Explanations from Causal Models. AI³@AI*IA (2021)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Influence-Driven Explanations for Bayesian Network Classifiers. PRICAI (1) (2021)
Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
Argumentative XAI: A Survey. IJCAI (2021)
Antonio Rago, Oana Cocarascu, Christos Bechlivanidis, Francesca Toni
Argumentation as a Framework for Interactive Explanations for Recommendations. KR (2020)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Relation-Based Counterfactual Explanations for Bayesian Network Classifiers. IJCAI (2020)
Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni
PageRank as an Argumentation Semantics. COMMA (2020)
Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
Influence-Driven Explanations for Bayesian Network Classifiers. CoRR (2020)
Oana Cocarascu, Antonio Rago, Francesca Toni
Explanation via Machine Arguing. Reasoning Web (2020)
Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
DAX: Deep Argumentative eXplanation for Neural Networks. CoRR (2020)
Pietro Baroni, Antonio Rago, Francesca Toni
From fine-grained properties to broad principles for gradual argumentation: A principled spectrum. Int. J. Approx. Reason. 105 (2019)
Oana Cocarascu, Antonio Rago, Francesca Toni
Extracting Dialogical Explanations for Review Aggregations with Argumentative Dialogical Agents. AAMAS (2019)
Pietro Baroni, Serena Borsato, Antonio Rago, Francesca Toni
The "Games of Argumentation" Web Platform. COMMA (2018)
Antonio Rago, Pietro Baroni, Francesca Toni
On Instantiating Generalised Properties of Gradual Argumentation Frameworks. SUM (2018)
Pietro Baroni, Antonio Rago, Francesca Toni
How Many Properties Do We Need for Gradual Argumentation? AAAI (2018)
Antonio Rago, Oana Cocarascu, Francesca Toni
Argumentation-Based Recommendations: Fantastic Explanations and How to Find Them. IJCAI (2018)
Antonio Rago, Francesca Toni
Quantitative Argumentation Debates with Votes for Opinion Polling. PRIMA (2017)
Pietro Baroni, Giulia Comini, Antonio Rago, Francesca Toni
Abstract Games of Argumentation Strategy and Game-Theoretical Argument Strength. PRIMA (2017)
Antonio Rago, Francesca Toni, Marco Aurisicchio, Pietro Baroni
Discontinuity-Free Decision Support with Quantitative Argumentation Debates. KR (2016)
Antonio Rago, Kristijonas Cyras, Francesca Toni
Adapting the DF-QuAD Algorithm to Bipolar Argumentation. SAFA@COMMA (2016)