Are Normalizing Flows the Key to Unlocking the Exponential Mechanism?

Robert A. Bridges, Vandy J. Tombs, Christopher B. Stanley

The Exponential Mechanism (ExpM), designed for private optimization, has been historically sidelined from use on continuous sample spaces, as it requires sampling from a generally…