Improving counterfactual reasoning with kernelised dynamic mixing models

• Sonali Parbhoo ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Writing – original draft, Writing – review & editing

  * E-mail: sonali.parbhoo@unibas.ch

  Affiliation Department of Mathematics and Informatics, University of Basel, Basel, Switzerland

  http://orcid.org/0000-0001-8400-3732

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• Omer Gottesman,

  Roles Methodology, Writing – original draft, Writing – review & editing

  Affiliation School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachussets, United States of America

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• Andrew Slavin Ross,

  Roles Software, Writing – original draft, Writing – review & editing

  Affiliation School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachussets, United States of America

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• Matthieu Komorowski ,

  Contributed equally to this work with: Matthieu Komorowski, Aldo Faisal, Isabella Bon

  Roles Data curation

  Affiliation Department of Bioengineering, Imperial College, London, United Kingdom

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• Aldo Faisal ,

  Contributed equally to this work with: Matthieu Komorowski, Aldo Faisal, Isabella Bon

  Roles Data curation

  Affiliation Department of Bioengineering, Imperial College, London, United Kingdom

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• Isabella Bon ,

  Contributed equally to this work with: Matthieu Komorowski, Aldo Faisal, Isabella Bon

  Roles Data curation

  Affiliation Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy

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• Volker Roth,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Mathematics and Informatics, University of Basel, Basel, Switzerland

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• Finale Doshi-Velez

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachussets, United States of America

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