Factual and Counterfactual Explanations for Black Box Decision Making
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DOI: 10.1109/mis.2019.2957223
Abstract: The rise of sophisticated machine learning models has brought accurate but obscure decision systems, which hide their logic, thus undermining transparency, trust, and the adoption of artificial intelligence (AI) in socially sensitive and safety-critical contexts.… read more here.
Keywords: counterfactual explanations; black box; explanations black; factual counterfactual ... See more keywords