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Oral
Wed Jun 12 08:00 AM -- 08:20 AM (KST) @ Room 102
Formal Privacy for Functional Data with Gaussian Perturbations
Ardalan Mirshani · Matthew Reimherr · Aleksandra Slavković
[ Slides [ Video
Oral
Wed Jun 12 08:20 AM -- 08:25 AM (KST) @ Room 102
Graphical-model based estimation and inference for differential privacy
Ryan McKenna · Daniel Sheldon · Gerome Miklau
[ Slides [ Video
Oral
Wed Jun 12 08:25 AM -- 08:30 AM (KST) @ Room 102
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
Alexandre Sablayrolles · Douze Matthijs · Cordelia Schmid · Yann Ollivier · Herve Jegou
[ Slides [ Video
Oral
Wed Jun 12 08:30 AM -- 08:35 AM (KST) @ Room 102
An Optimal Private Stochastic-MAB Algorithm based on Optimal Private Stopping Rule
Touqir Sajed · Or Sheffet
[ Slides
Oral
Wed Jun 12 08:35 AM -- 08:40 AM (KST) @ Room 102
Sublinear Space Private Algorithms Under the Sliding Window Model
Jalaj Upadhyay
[ Slides [ Video
Oral
Wed Jun 12 08:40 AM -- 09:00 AM (KST) @ Room 102
Locally Private Bayesian Inference for Count Models
Aaron Schein · Steven Wu · Alexandra Schofield · Mingyuan Zhou · Hanna Wallach
[ Video
Oral
Wed Jun 12 09:00 AM -- 09:05 AM (KST) @ Room 102
Low Latency Privacy Preserving Inference
Alon Brutzkus · Ran Gilad-Bachrach · Oren Elisha
[ Slides [ Video
Oral
Wed Jun 12 09:05 AM -- 09:10 AM (KST) @ Room 102
Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters
Jayadev Acharya · Ziteng Sun
[ Slides [ Video
Oral
Wed Jun 12 09:10 AM -- 09:15 AM (KST) @ Room 102
Poission Subsampled R\'enyi Differential Privacy
Yuqing Zhu · Yu-Xiang Wang
[ Slides [ Video
Oral
Wed Jun 12 09:15 AM -- 09:20 AM (KST) @ Room 102
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA
Jordan Awan · Ana Kenney · Matthew Reimherr · Aleksandra Slavković
[ Slides [ Video