Abstract: We introduce a differentially private (DP) algorithm called reveal-or-obscure (ROO) to generate a single representative sample from a dataset of n observations drawn i.i.d. from an unknown ...

Abstract: Based on subjective possibilistic semantics, an agent’s subjective probability mass function is dominated by a qualitative Possibility Mass Function (PossMF), which can also be transformed ...