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Emanuele Albini
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2020 – today
- 2024
- [i6]Shubham Sharma, Sanghamitra Dutta, Emanuele Albini
, Freddy Lécué, Daniele Magazzeni, Manuela Veloso:
REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values. CoRR abs/2403.08880 (2024) - 2023
- [j3]Antonio Rago, Fabrizio Russo, Emanuele Albini, Francesca Toni, Pietro Baroni:
Explaining Classifiers' Outputs with Causal Models and Argumentation. FLAP 10(3): 421-509 (2023) - [j2]Emanuele Albini
Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers. Frontiers Artif. Intell. 6 (2023) - [c10]Emanuele Albini
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. AIES 2023: 411-431 - [c9]Shubham Sharma
REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values. AIES 2023: 443-453 - [i5]Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni:
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. CoRR abs/2307.06941 (2023) - 2022
- [c8]Emanuele Albini
Counterfactual Shapley Additive Explanations. FAccT 2022: 1054-1070 - [c7]Emanuele Albini
Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. SUM 2022: 279-294 - 2021
- [j1]Emanuele Albini
Interpreting and explaining pagerank through argumentation semantics. Intelligenza Artificiale 15(1): 17-34 (2021) - [c6]Antonio Rago, Fabrizio Russo, Emanuele Albini, Pietro Baroni, Francesca Toni:
Forging Argumentative Explanations from Causal Models. AI³@AI*IA 2021 - [c5]Adam Dejl, Chloe 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: 1761-1763 - [c4]Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni:
Argumentative XAI: A Survey. IJCAI 2021: 4392-4399 - [c3]Emanuele Albini
Influence-Driven Explanations for Bayesian Network Classifiers. PRICAI (1) 2021: 88-100 - [i4]Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni:
Argumentative XAI: A Survey. CoRR abs/2105.11266 (2021) - [i3]Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni:
Counterfactual Shapley Additive Explanations. CoRR abs/2110.14270 (2021) - 2020
- [c2]Emanuele Albini
PageRank as an Argumentation Semantics. COMMA 2020: 55-66 - [c1]Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni:
Relation-Based Counterfactual Explanations for Bayesian Network Classifiers. IJCAI 2020: 451-457 - [i2]Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni:
DAX: Deep Argumentative eXplanation for Neural Networks. CoRR abs/2012.05766 (2020) - [i1]Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni:
Influence-Driven Explanations for Bayesian Network Classifiers. CoRR abs/2012.05773 (2020)
Coauthor Index
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