Publications Other (4) Causal Discovery and Injection for Feed-Forward Neural Networks Author(s): Russo, Toni Published in: 2022 Publisher: arxiv Explaining classifiers’ outputs with causal models and argumentation Author(s): Kori, Glocker, Toni Published in: 2022 Publisher: arxiv Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data Author(s): Potyka, Yin, Toni Published in: 2022 Publisher: arxiv SpArX: Sparse Argumentative Explanations for Neural Networks Author(s): Ayoobi, Potyka, Toni Published in: 2023 Publisher: arxiv Peer reviewed articles (3) Argumentative explanations for pattern-based text classifiers Author(s): Lertvittayakumjorn, Toni Published in: Argument&Computation, 2023, ISSN 0000-0000 Publisher: IOS Press Explaining classifiers’ outputs with causal models and argumentation Author(s): Rago, Russo, Albini, Toni, Baroni Published in: Journal of Applied Logics - IfCoLog Journal, 2023, ISSN 2631-9810 Publisher: College Publications Achieving Descriptive Accuracy in Explanations via Argumentation: the Case of Probabilistic Classifiers Author(s): Albini, Rago, Baroni, Toni Published in: Frontiers in AI, section Machine Learning and AI., 2023, ISSN 0000-0000 Publisher: Frontiers Conference proceedings (14) On Monotonicity of Dispute Trees as Explanations for Case-Based Reasoning with Abstract Argumentation Author(s): Paulino-Passos, Toni Published in: ArgXAI@COMMA 2022, 2022 Publisher: CEUR Explaining Random Forests using Bipolar Argumentation and Markov Networks Author(s): Potyka, Yin, Toni Published in: AAAI2023, 2023 Publisher: AAAI Forging Argumentative Explanations from Causal Models Author(s): Rago, Russo, Albini, Baroni,Toni Published in: AI3-AIxIA2021 Workshop, 2021 Publisher: CEUR LRP-Based Argumentative Explanations for Neural Networks Author(s): Sukpanichnant, Rago, Lertvittayakumjorn,Toni Published in: XAI.it, Italian Workshop on Explainable Artificial Intelligence., 2021 Publisher: CEUR Interactive Explanations by Conflict Resolution via Argumentative Exchanges. Author(s): Rago, Li and Toni Published in: KR2023, 2023 Publisher: IJCAI Organization On the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI Author(s): Potyka, Yin, Toni Published in: ArgXAI@COMMA 2022, 2022 Publisher: CEUR Formalising the Robustness of Counterfactual Explanations for Neural Network Author(s): Jiang, Leofante, Rago, Toni Published in: AAAI2023, 2023 Publisher: AAAI Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement Author(s): Rago, Baroni, Toni Published in: KR2022, 2022 Publisher: IJCAI Organization On interactive explanations as reasoning. Author(s): Paulino-Passos, Toni Published in: 2022 Publisher: NA Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers. Author(s): Albini, Rago, Baroni, Toni Published in: SUM2022, 2022 Publisher: Springer GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns Author(s): Lertvittayakumjorn, Choshen, Shnarch, Toni Published in: LREC2022, 2022 Publisher: ACL On interactive explanations as nonmonotonic reasoning Author(s): Paulino-Passos, Toni Published in: XAI workshop@IJCAI 2022, 2022 Publisher: arxiv Learning Assumption-based Argumentation Frameworks Author(s): Proietti, Toni Published in: IJCRL2022, 2023 Publisher: arxiv Neural QBAFs: Explaining Neural Networks under LRP-Based Argumentation Frameworks Author(s): Sukpanichnant, Rago, Lertvittayakumjorn,Toni Published in: AIxIA2021, the 20th International Conference of the Italian Association for Artificial Intelligence-post-proceedings, 2021 Publisher: Springer Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
