A Fairness Analysis on Private Aggregation of Teacher Ensembles

Cuong Tran, My H. Dinh, Kyle Beiter +1

The Private Aggregation of Teacher Ensembles (PATE) is an important private machine learning framework. It combines multiple learning models used as teachers for a student model th…