Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice
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DOI: 10.1007/s11023-022-09598-7
Abstract: Necessity and sufficiency are the building blocks of all successful explanations. Yet despite their importance, these notions have been conceptually underdeveloped and inconsistently applied in explainable artificial intelligence (XAI), a fast-growing research area that is… read more here.
Keywords: necessity; local explanations; via necessity; necessity sufficiency ... See more keywords