Emanuele Albini

20 papers A* 2A 1C 3Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
PICE: Polyhedral Complex Informed Counterfactual Explanations.
AIES (1)
Mattia Jacopo Villani, Emanuele Albini, Shubham Sharma, Saumitra Mishra, Salim Ibrahim Amoukou, Daniele Magazzeni, Manuela Veloso
2024 J jnl
REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values.
CoRR
Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2023 J jnl
Achieving descriptive accuracy in explanations via argumentation: The case of probabilistic classifiers.
Frontiers Artif. Intell.
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
2023 J jnl
Explaining Classifiers' Outputs with Causal Models and Argumentation.
FLAP
Antonio Rago, Fabrizio Russo, Emanuele Albini, Francesca Toni, Pietro Baroni
2023 C conf
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations.
AIES
Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
2023 J jnl
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations.
CoRR
Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni
2023 C conf
REFRESH: Responsible and Efficient Feature Reselection guided by SHAP values.
AIES
Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lécué, Daniele Magazzeni, Manuela Veloso
2022 — conf
Counterfactual Shapley Additive Explanations.
FAccT
Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni
2022 — conf
Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers.
SUM
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
2021 A conf
Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks.
AAMAS
Adam Dejl, Chloe He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
2021 A* conf
Argumentative XAI: A Survey.
IJCAI
Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
2021 J jnl
Argumentative XAI: A Survey.
CoRR
Kristijonas Cyras, Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
2021 J jnl
Counterfactual Shapley Additive Explanations.
CoRR
Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni
2021 — conf
Forging Argumentative Explanations from Causal Models.
AI³@AI*IA
Antonio Rago, Fabrizio Russo, Emanuele Albini, Pietro Baroni, Francesca Toni
2021 — conf
Influence-Driven Explanations for Bayesian Network Classifiers.
PRICAI (1)
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni
2021 J jnl
Interpreting and explaining pagerank through argumentation semantics.
Intelligenza Artificiale
Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni
2020 J jnl
DAX: Deep Argumentative eXplanation for Neural Networks.
CoRR
Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
2020 J jnl
Influence-Driven Explanations for Bayesian Network Classifiers.
CoRR
Antonio Rago, Emanuele Albini, Pietro Baroni, Francesca Toni
2020 C conf
PageRank as an Argumentation Semantics.
COMMA
Emanuele Albini, Pietro Baroni, Antonio Rago, Francesca Toni
2020 A* conf
Relation-Based Counterfactual Explanations for Bayesian Network Classifiers.
IJCAI
Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni