Argumentation-based Deep Interactive EXplanations(ADIX)

Causal Discovery and Injection for Feed-Forward Neural Networks

Autori: Russo, Toni
Pubblicato in: 2022
Editore: arxiv

Explaining classifiers’ outputs with causal models and argumentation

Autori: Kori, Glocker, Toni
Pubblicato in: 2022
Editore: arxiv

Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data

Autori: Potyka, Yin, Toni
Pubblicato in: 2022
Editore: arxiv

SpArX: Sparse Argumentative Explanations for Neural Networks

Autori: Ayoobi, Potyka, Toni
Pubblicato in: 2023
Editore: arxiv

Argumentative explanations for pattern-based text classifiers

Autori: Lertvittayakumjorn, Toni
Pubblicato in: Argument&Computation, 2023, ISSN 0000-0000
Editore: IOS Press

Explaining classifiers’ outputs with causal models and argumentation

Autori: Rago, Russo, Albini, Toni, Baroni
Pubblicato in: Journal of Applied Logics - IfCoLog Journal, 2023, ISSN 2631-9810
Editore: College Publications

Achieving Descriptive Accuracy in Explanations via Argumentation: the Case of Probabilistic Classifiers

Autori: Albini, Rago, Baroni, Toni
Pubblicato in: Frontiers in AI, section Machine Learning and AI., 2023, ISSN 0000-0000
Editore: Frontiers

On Monotonicity of Dispute Trees as Explanations for Case-Based Reasoning with Abstract Argumentation

Autori: Paulino-Passos, Toni
Pubblicato in: ArgXAI@COMMA 2022, 2022
Editore: CEUR

Explaining Random Forests using Bipolar Argumentation and Markov Networks

Autori: Potyka, Yin, Toni
Pubblicato in: AAAI2023, 2023
Editore: AAAI

Forging Argumentative Explanations from Causal Models

Autori: Rago, Russo, Albini, Baroni,Toni
Pubblicato in: AI3-AIxIA2021 Workshop, 2021
Editore: CEUR

LRP-Based Argumentative Explanations for Neural Networks

Autori: Sukpanichnant, Rago, Lertvittayakumjorn,Toni
Pubblicato in: XAI.it, Italian Workshop on Explainable Artificial Intelligence., 2021
Editore: CEUR

Interactive Explanations by Conflict Resolution via Argumentative Exchanges.

Autori: Rago, Li and Toni
Pubblicato in: KR2023, 2023
Editore: IJCAI Organization

On the Tradeoff Between Correctness and Completeness in Argumentative Explainable AI

Autori: Potyka, Yin, Toni
Pubblicato in: ArgXAI@COMMA 2022, 2022
Editore: CEUR

Formalising the Robustness of Counterfactual Explanations for Neural Network

Autori: Jiang, Leofante, Rago, Toni
Pubblicato in: AAAI2023, 2023
Editore: AAAI

Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement

Autori: Rago, Baroni, Toni
Pubblicato in: KR2022, 2022
Editore: IJCAI Organization

On interactive explanations as reasoning.

Autori: Paulino-Passos, Toni
Pubblicato in: 2022
Editore: NA

Descriptive Accuracy in Explanations: The Case of Probabilistic Classifiers.

Autori: Albini, Rago, Baroni, Toni
Pubblicato in: SUM2022, 2022
Editore: Springer

GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns

Autori: Lertvittayakumjorn, Choshen, Shnarch, Toni
Pubblicato in: LREC2022, 2022
Editore: ACL

On interactive explanations as nonmonotonic reasoning

Autori: Paulino-Passos, Toni
Pubblicato in: XAI workshop@IJCAI 2022, 2022
Editore: arxiv

Learning Assumption-based Argumentation Frameworks

Autori: Proietti, Toni
Pubblicato in: IJCRL2022, 2023
Editore: arxiv

Neural QBAFs: Explaining Neural Networks under LRP-Based Argumentation Frameworks

Autori: Sukpanichnant, Rago, Lertvittayakumjorn,Toni
Pubblicato in: AIxIA2021, the 20th International Conference of the Italian Association for Artificial Intelligence-post-proceedings, 2021
Editore: Springer

Pubblicazioni

Condividi questa pagina

Scarica