Mathematical Foundations of Data Privacy

Videos from BIRS Workshop 18w5189

, Ohio State University
- 09:48
Model-Agnostic Private Learning
Watch video | Download video: 201804300914-Bassily.mp4 (110M)
, Harvard University
- 11:25
Private k-Means with Constant Multiplicative Error
Watch video | Download video: 201804301047-Stemmer.mp4 (124M)
, IBM Research Almaden
- 15:16
Concentrated Differential Privacy
Watch video | Download video: 201804301426-Steinke.mp4 (182M)
, Stanford University
- 16:58
On Algorithmic Fairness Between Groups and Individuals
Watch video | Download video: 201804301551-Reingold.mp4 (199M)
, University of Southern California
- 09:45
A Hybrid of Advocacy and Modeling for Differential Privacy
Watch video | Download video: 201805010906-Korolova.mp4 (224M)
, Pennsylvania State University
- 10:26
Differential Privacy for Functional Data Analysis
Watch video | Download video: 201805010947-Reimherr.mp4 (143M)
, Harvard University
- 11:53
PSI: A (differentially) private data-sharing interface
Watch video | Download video: 201805011050-Vadhan.mp4 (193M)
, Stanford University
- 14:15
Generative Adversarial Privacy
Watch video | Download video: 201805011335-Kairouz.mp4 (139M)
, University of Pennsylvania
- 14:48
Local Differential Privacy for Evolving Data
Watch video | Download video: 201805011416-Waggoner.mp4 (157M)
, Georgia Tech
- 15:31
Individual Sensitivity Preprocessing for Data Privacy
Watch video | Download video: 201805011451-Cummings.mp4 (143M)
, Google
- 16:31
End-to-End Analysis of PATE
Watch video | Download video: 201805011552-Mironov.mp4 (151M)
, Google
- 17:26
Privacy-preserving prediction
Watch video | Download video: 201805011632-Feldman.mp4 (173M)
, Boston University
- 09:34
Revisiting Differentially Private Matrix Completion
Watch video | Download video: 201805020907-Thakkar.mp4 (88M)
, Google
- 10:16
Privacy Amplification by Iteration
Watch video | Download video: 201805020936-Talwar.mp4 (192M)
, Boston University
- 12:04
Bayesian models for adaptive data analysis
Watch video | Download video: 201805021055-Smith.mp4 (252M)
, Pennsylvania State University
- 10:02
Comparing K-Norm Mechanisms
Watch video | Download video: 201805030930-Awan.mp4 (133M)
, University of Toronto
- 11:44
Geometric Lower Bounds and Algorithms for Differential Privacy
Watch video | Download video: 201805031033-Nikolov.mp4 (251M)
, Northeastern University
- 14:16
Privately learning high-dimensional distributions
Watch video | Download video: 201805031336-Ullman.mp4 (142M)
, MIT
- 15:30
Differentially Private Hypothesis Testing and Property Estimation
Watch video | Download video: 201805031455-Kamath.mp4 (141M)
, University of Pennsylvania
- 16:16
Accuracy First: Selecting a DP Level for Accurate ERM
Watch video | Download video: 201805031553-Neel.mp4 (76M)
, Microsoft Research-NYC
- 20:12
DP GAN
Watch video | Download video: 201805031941-Wu.mp4 (93M)
, University of Pennsylvania
- 10:37
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
Watch video | Download video: 201805040949-Neel.mp4 (130M)