A New Analysis of Differential Privacy's Generalization Guarantees

Christopher Jung, Katrina Ligett, Seth Neel, Aaron Roth 0001, Saeed Sharifi-Malvajerdi, Moshe Shenfeld. A New Analysis of Differential Privacy's Generalization Guarantees. In Thomas Vidick, editor, 11th Innovations in Theoretical Computer Science Conference, ITCS 2020, January 12-14, 2020, Seattle, Washington, USA. Volume 151 of LIPIcs, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020. [doi]

Abstract

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