A position paper reviewing why evaluating AI explanations is difficult, illustrated by the author's bias-detection and human-survey case studies and by concept-drift explanation methods.
Advances in Neural Information Processing Systems29(2016) 12 Jerzy Stefanowski
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Challenges in Evaluating Explanation Methods for Static and Evolving Data
A position paper reviewing why evaluating AI explanations is difficult, illustrated by the author's bias-detection and human-survey case studies and by concept-drift explanation methods.