Locally Private Parametric Methods for Change-Point Detection

Anuj Kumar Yadav, Cemre Cadir, Yanina Shkel +1

We study parametric change-point detection, where the goal is to identify distributional changes in time series, under local differential privacy. In the non-private setting, we de…