Emanuele Albini

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 19

Top Topics

Naive Bayes Classifier

Probabilistic Classifiers

Generating Explanations

Top Venues

Publications

Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values. CoRR (2024)
Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values. AIES (2023)
Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. 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)
Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations. AIES (2023)
Antonio Rago, Fabrizio Russo, Emanuele Albini, Francesca Toni, Pietro Baroni
Explaining Classifiers' Outputs with Causal Models and Argumentation. FLAP 10 (3) (2023)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. SUM (2022)
Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni
Counterfactual Shapley Additive Explanations. FAccT (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)
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)
Antonio Rago, Fabrizio Russo, Emanuele Albini, Pietro Baroni, Francesca Toni
Forging Argumentative Explanations from Causal Models. AI³@AI*IA (2021)
Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni
Counterfactual Shapley Additive Explanations. CoRR (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)
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)
Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
DAX: Deep Argumentative eXplanation for Neural Networks. CoRR (2020)