Learning genetic perturbation effects with variational causal inference

• Emily Liu ,

  Contributed equally to this work with: Emily Liu, Jiaqi Zhang

  Roles Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliations Department of Electrical Engineering and Computer Science, MIT, Cambridge, Massachusetts, United States of America, Eric and Wendy Schmidt Center, Broad Institute, Cambridge, Massachusetts, United States of America

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• Jiaqi Zhang ,

  Contributed equally to this work with: Emily Liu, Jiaqi Zhang

  Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft

  * E-mail: viczhang@mit.edu (JZ); cuhler@mit.edu (CU)

  Affiliations Department of Electrical Engineering and Computer Science, MIT, Cambridge, Massachusetts, United States of America, Eric and Wendy Schmidt Center, Broad Institute, Cambridge, Massachusetts, United States of America, Laboratory for Information and Decision Systems, MIT, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0001-9039-6843

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• Caroline Uhler

  Roles Conceptualization, Funding acquisition, Methodology, Writing – review & editing

  * E-mail: viczhang@mit.edu (JZ); cuhler@mit.edu (CU)

  Affiliations Department of Electrical Engineering and Computer Science, MIT, Cambridge, Massachusetts, United States of America, Eric and Wendy Schmidt Center, Broad Institute, Cambridge, Massachusetts, United States of America, Laboratory for Information and Decision Systems, MIT, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-7008-0216

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