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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

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TitleStatusHype
A Psychological Theory of Explainability—0
A Complete Characterisation of ReLU-Invariant Distributions—0
EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods—0
Explainability for identification of vulnerable groups in machine learning models—0
Categorical Foundations of Explainable AI: A Unifying Theory—0
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models—0
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing—0
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