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CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS

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The fields of machine learning and causal inference have developed many concepts, tools, and theory that are potentially useful for each other. Through exploring the possibility of extracting causal interpretations from black-box machine-trained models, we bri... ...