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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:J Bus Econ Stat
Päätekijät: ZHAO, QINGYUAN, HASTIE, TREVOR
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2019
Aiheet:
Linkit: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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