What Does Explainable AI Explain?
eXplainable AI (XAI). ? ML models are most often opaque. ? Goal of XAI: to help humans understand ML models. ? Many questions to address: ? Properties of ...
Explainable Artificial Intelligence: A Survey - Computer ScienceThis survey presents an overview of eXplainable Artificial Intelligence (XAI) used in deep learning-based medical image analysis. A framework of XAI criteria is ... Agnostic eXplainable Artificial Intelligence (XAI) Method Based on ...The field of explainable Artificial Intelligence (XAI) has received increasing interest over the past decade. Surveys, reviews, and articles such as [9, 10, 18, ... Argumentation Theoretical Frameworks for Explainable Artificial ...Model-specific tools for XAI are explanation methods that are designed to work with par- ticular types of AI models and require access to the ...
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