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  • Kalainathan, Diviyan; Goudet, Olivier; Dutta, Ritik (Journal of Machine Learning Research, 2020-03)
    This paper presents a new open source Python framework for causal discovery from observational data and domain background knowledge, aimed at causal graph and causal mechanism modeling. The cdt package implements an ...
  • Yale, Andrew; Dash, Saloni; Dutta, Ritik; Guyon, Isabelle; Pavao, Adrien; Bennett, Kristin P. (Elsevier, 2020-11)
    We develop metrics for measuring the quality of synthetic health data for both education and research. We use novel and existing metrics to capture a synthetic dataset's resemblance, privacy, utility and footprint. Using ...

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