@InProceedings{jung_et_al:LIPIcs.ITCS.2020.31, author = {Jung, Christopher and Ligett, Katrina and Neel, Seth and Roth, Aaron and Sharifi-Malvajerdi, Saeed and Shenfeld, Moshe}, title = {{A New Analysis of Differential Privacy’s Generalization Guarantees}}, booktitle = {11th Innovations in Theoretical Computer Science Conference (ITCS 2020)}, pages = {31:1--31:17}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-134-4}, ISSN = {1868-8969}, year = {2020}, volume = {151}, editor = {Vidick, Thomas}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2020.31}, URN = {urn:nbn:de:0030-drops-117165}, doi = {10.4230/LIPIcs.ITCS.2020.31}, annote = {Keywords: Differential Privacy, Adaptive Data Analysis, Transfer Theorem} }