Lightning Talks
Speaker:
Roy Rinberg, Columbia University, Ryan Cumings, US Census Bureau, Gavin Brown, Boston University, Carlos Soto, The Pennsylvania State University, Shubhankar Mohapatra, University of Waterloo, Sushant Agarwal, University of Waterloo
Date and Time:
Tuesday, July 26, 2022 - 3:30pm to 5:00pm
Location:
Fields Institute, Room 230
Abstract:
- Individualized PATE: Differentially Private Machine Learning with Individual Privacy Guarantees
Roy Rinberg, Columbia University - Differentially Private Estimation via Statistical Depth
Ryan Cumings-Menon, US Census Bureau
https://www.youtube.com/watch?v=7GEL8G9jZNM - Covariance-Aware Private Mean Estimation Without Private Covariance Estimation
Gavin Brown, Boston University
https://www.youtube.com/watch?v=m43ci7oyebc - Differential Privacy Over Riemannian Manifolds
Carlos J. Soto, The Pennsylvania State University
https://www.youtube.com/watch?v=B05EugbN7lo - Differentially Private Data Generation with Missing Data
Shubhankar Mohapatra, University of Waterloo
https://www.youtube.com/watch?v=80XHdieYN2Y - On the Power of Randomization in Fair Classification and Representation
Sushant Agarwal, University of Waterloo
https://www.youtube.com/watch?v=1X4RoNrf45A
