IRISA

Impact of Explanation Techniques and Representations on Users Comprehension and Confidence in Explainable AI

Local explainability, an important sub-field of eXplainable AI, focuses on describing the decisions of AI models for individual use cases by providing the underlying relationships between a model's inputs and outputs. While the machine learning community has made substantial progress in improving explanation accuracy…