Improving the Variance of Differentially Private Randomized Experiments through Clustering

Adel Javanmard, Vahab Mirrokni, Jean Pouget-Abadie

Estimating causal effects from randomized experiments is only possible if participants are willing to disclose their potentially sensitive responses. Differential privacy, a widely…