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CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS

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 briefly review the languages and concepts i...

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Publicat a:J Bus Econ Stat
Autors principals: ZHAO, QINGYUAN, HASTIE, TREVOR
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597863/
https://ncbi.nlm.nih.gov/pubmed/33132490
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/07350015.2019.1624293
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