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Code for "Accuracy First: Selecting a Differentially Private Level for Accuracy-Constrained ERM

Steven Wu; Ligett, Katrina; Neel, Seth; Roth, Aaron; Waggoner, Bo


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  <identifier identifierType="DOI">10.5281/zenodo.3371774</identifier>
  <creators>
    <creator>
      <creatorName>Steven Wu</creatorName>
      <affiliation>University of Minnesota</affiliation>
    </creator>
    <creator>
      <creatorName>Ligett, Katrina</creatorName>
      <givenName>Katrina</givenName>
      <familyName>Ligett</familyName>
      <affiliation>Hebrew University</affiliation>
    </creator>
    <creator>
      <creatorName>Neel, Seth</creatorName>
      <givenName>Seth</givenName>
      <familyName>Neel</familyName>
      <affiliation>University of Pennsylvania</affiliation>
    </creator>
    <creator>
      <creatorName>Roth, Aaron</creatorName>
      <givenName>Aaron</givenName>
      <familyName>Roth</familyName>
      <affiliation>University of Pennsylvania</affiliation>
    </creator>
    <creator>
      <creatorName>Waggoner, Bo</creatorName>
      <givenName>Bo</givenName>
      <familyName>Waggoner</familyName>
      <affiliation>Microsoft Research</affiliation>
    </creator>
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  <titles>
    <title>Code for  "Accuracy First: Selecting a Differentially Private Level for Accuracy-Constrained ERM</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2019</publicationYear>
  <dates>
    <date dateType="Issued">2019-08-20</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3371774</alternateIdentifier>
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    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/journalprivacyconfidentiality/Accuracy-First-Differential-Privacy/tree/jpc.682.1</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsSupplementTo">10.29012/jpc.682</relatedIdentifier>
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    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/jpc</relatedIdentifier>
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  <version>jpc.682.1</version>
  <rightsList>
    <rights rightsURI="http://www.opensource.org/licenses/MIT">MIT License</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
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  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Code for paper &amp;quot;Accuracy First: Selecting a Differentially Private Level for Accuracy-Constrained ERM&amp;quot; by Ligett, Neel, Roth, Waggoner, Wu&lt;/p&gt;</description>
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