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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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Detalhes bibliográficos
Publicado no:J Bus Econ Stat
Main Authors: ZHAO, QINGYUAN, HASTIE, TREVOR
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha: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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