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03/27/2023
Interactive Explanations by Conflict Resolution via Argumentative Exchanges
As the field of explainable AI (XAI) is maturing, calls for interactive ...
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08/31/2022
Formalising the Robustness of Counterfactual Explanations for Neural Networks
The use of counterfactual explanations (CFXs) is an increasingly popular...
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05/23/2022
Forecasting Argumentation Frameworks
We introduce Forecasting Argumentation Frameworks (FAFs), a novel argume...
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05/23/2022
Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement
Causal models are playing an increasingly important role in machine lear...
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05/24/2021
Argumentative XAI: A Survey
Explainable AI (XAI) has been investigated for decades and, together wit...
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12/10/2020
Influence-Driven Explanations for Bayesian Network Classifiers
One of the most pressing issues in AI in recent years has been the need ...
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12/10/2020