Hot PATE: Private Aggregation of Distributions for Diverse Task

Edith Cohen, Benjamin Cohen-Wang, Xin Lyu +3

The Private Aggregation of Teacher Ensembles (PATE) framework enables privacy-preserving machine learning by aggregating responses from disjoint subsets of sensitive data. Adaptati…