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223 * ! Wed, 8/11/2021, 10:00 AM - 11:50 AM Virtual
Recent Developments in Differential Privacy — Invited Papers
Section on Statistical Learning and Data Science, IMS, Section on Nonparametric Statistics
Organizer(s): Xuan Bi, University of Minnesota
Chair(s): Xuan Bi, University of Minnesota
10:05 AM Differential Private Data Release Using Latent Factor Model Transform
Annie Qu, Unviersity of California Irvine; Yanqing Zhang, Yunnan University; Niansheng Tang, Yunnan U
10:30 AM Private Posterior Inference Consistent with Public Information
Aleksandra Slavkovic, Penn State University
10:55 AM Congenial Differential Privacy Under Mandated Disclosure
Ruobin Gong, Rutgers University; Xiao-Li Meng, Harvard University
11:20 AM Near Instance-Optimality in Differential Privacy
John C Duchi, Stanford University; Hilal Asi, Stanford University
11:45 AM Floor Discussion