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09/01/2023
Declarative Reasoning on Explanations Using Constraint Logic Programming
Explaining opaque Machine Learning (ML) models is an increasingly releva...
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05/29/2023
Reason to explain: Interactive contrastive explanations (REASONX)
Many high-performing machine learning models are not interpretable. As t...
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03/14/2023
Demographic Parity Inspector: Fairness Audits via the Explanation Space
Even if deployed with the best intentions, machine learning methods can ...
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11/11/2022