From development to deployment: dataset shift, causality, and shift-stable models in health AI

Adarsh Subbaswamy, Suchi Saria

Research output: Contribution to journalArticle

Original languageEnglish (US)
Pages (from-to)345-352
Number of pages8
JournalBiostatistics (Oxford, England)
Volume21
Issue number2
DOIs
StatePublished - Apr 1 2020

Keywords

  • Causal inference
  • Dataset shift
  • Generalizability
  • Machine learning

ASJC Scopus subject areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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