Optimal Data Acquisition with Privacy-Aware Agents
Optimal Data Acquisition with Privacy-Aware Agents
We study the problem faced by a data analyst or platform that wishes to collect private data from privacy-aware agents. To incentivize participation, in exchange for this data, the platform provides a service to the agents in the form of a statistic computed using all agents' submitted data. The agents …