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Activity Details

538 ! Thu, 8/6/2020, 1:00 PM - 2:50 PM Virtual
Emerging Topics in Private Data Analysis — Topic Contributed Papers
IMS, Section on Statistical Learning and Data Science, Royal Statistical Society
Organizer(s): Weijie Su, University of Pennsylvania
Chair(s): Weijie Su, University of Pennsylvania
1:05 PM Differentially Private Mean and Covariance Estimation
Gautam Kamath, University of Waterloo
1:25 PM KNG: The K-Norm Gradient Mechanism
Jordan Awan, Penn State University; Matthew Reimherr, Penn State University
1:45 PM Locally Private Learning, Estimation, Inference and Optimality
Feng Ruan, University of California at Berkeley
2:05 PM Gaussian Differential Privacy, with Applications to Deep Learning
Jinshuo Dong, University of Pennsylvania; Aaron Roth, University of Pennsylvania; Weijie Su, University of Pennsylvania
2:25 PM Discussant: Xiao-Li Meng, Harvard University
2:45 PM Floor Discussion