Emanuele Albini

According to our database, Emanuele Albini authored at least 14 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers.

Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni

Frontiers Artif. Intell., February, 2023

Explaining Classifiers' Outputs with Causal Models and Argumentation.

Antonio Rago, Fabrizio Russo, Emanuele Albini, Francesca Toni, Pietro Baroni

FLAP, 2023

REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values.

Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso

Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023

On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations.

Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni

Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023

2022

Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers.

Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni

Proceedings of the Scalable Uncertainty Management - 15th International Conference, 2022

Counterfactual Shapley Additive Explanations.

Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Interpreting and explaining pagerank through argumentation semantics.

Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni

Intelligenza Artificiale, 2021

Influence-Driven Explanations for Bayesian Network Classifiers.

Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Argumentative XAI: A Survey.

Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks.

Adam Dejl, Chloe He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Forging Argumentative Explanations from Causal Models.

Antonio Rago, Fabrizio Russo, Emanuele Albini, Pietro Baroni, Francesca Toni

Proceedings of the 5th Workshop on Advances in Argumentation in Artificial Intelligence 2021 co-located with the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), 2021

2020

DAX: Deep Argumentative eXplanation for Neural Networks.

Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni

CoRR, 2020

Relation-Based Counterfactual Explanations for Bayesian Network Classifiers.

Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

PageRank as an Argumentation Semantics.

Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni

Proceedings of the Computational Models of Argument, 2020