Tradeoffs in Privacy, Welfare, and Fairness for Facility Location

Sara Fish, Yannai A. Gonczarowski, Jason Z. Tang +1

The differentially private (DP) facility location problem seeks to determine a socially optimal placement for a public facility while ensuring that each participating agent's locat…