Efficient Mean Estimation with Pure Differential Privacy via a Sum-of-Squares Exponential Mechanism

Explore a 30-minute lecture by Mahbod Majid from the University of Waterloo on efficient mean estimation using pure differential privacy and a sum-of-squares exponential mechanism. Delivered at the Fields Institute on July 26th, 2022, this talk is part of the "Workshop on Differential Privacy and Statistical Data Analysis." Delve into advanced concepts in data privacy and statistical analysis, gaining insights into cutting-edge techniques for protecting sensitive information while maintaining accurate estimations. Access the abstract for a detailed overview of the presentation's content and context within the broader workshop on privacy in data analysis.