Summary:
When the U.S. Census Bureau needed to release data on the median earnings of post-secondary graduates, one Tumult Lab founder helped the Census Bureau design a new differentially private algorithm. By constructing a histogram of earnings and adding geometric noise to the original data, the team created a better algorithm that yields more accurate results.