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FUTURE PLANS NSF site visit October 19, 2015 Salil Vadhan
Supported by the NSF Secure & Trustworthy Cyberspace (SaTC) program, the Sloan Foundation, and Google.
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Take-Aways on Past Work
Collaboration across disciplinary boundaries Student engagement in cross-disciplinary work Outreach and knowledge transfer to social science, law, policy, public Progress towards deployment in Dataverse, impact on social science practice Deep theoretical work
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Future Plans Complete exciting research threads that have emerged.
Write & present scholarly papers conveying what we have learned to a variety of research communities. Transition to Practice.
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Some Exciting Research Threads
Differential Privacy Linear regression & causal inference. Adaptive choices of parameters. Controlling false discovery in adaptive data analysis. Formalizing privacy law Logic programming Application to automated and modular license generation. Expansion/application of privacy analysis framework Common Rule Notice of Proposed Rulemaking
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Some papers to be written/completed
Pedagogical document for lay social scientists Bridging Law & CS notions of privacy Systems paper on differentially private curator. Social science methods paper on differential privacy. What is “reproducibility”? Who is a “researcher”? Collection of legal memos produced by Berkman interns. Study of contractual approaches to data sharing. Differentially private goodness-of-fit and independence testing. And many more that cannot be predicted!
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Transition to Practice
: Many prototypes. Some operational tools. (subject to funding): Many operational tools. Evaluation, refinement, and extensibility. More prototypes based on theoretical advances. To be presented by Merce Crosas.
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