Optimal and Differentially Private Data Acquisition: Central and Local Mechanisms

Alireza Fallah, Ali Makhdoumi, Azarakhsh Malekian +1

We consider a platform's problem of collecting data from privacy sensitive users to estimate an underlying parameter of interest. We formulate this question as a Bayesian-optimal m…