Private Minimum Hellinger Distance Estimation via Hellinger Distance Differential Privacy

Fengnan Deng, Anand N. Vidyashankar

Objective functions based on Hellinger distance yield robust and efficient estimators of model parameters. Motivated by privacy and regulatory requirements encountered in contempor…