Model-Agnostic Private Learning via Stability

Raef Bassily, Om Thakkar, Abhradeep Thakurta

We design differentially private learning algorithms that are agnostic to the learning model. Our algorithms are interactive in nature, i.e., instead of outputting a model based on…