Efficient Agnostic Learning of Univariate Densities Under Local Differential Privacy

Mohammad Afzali, Hassan Ashtiani, Sivan Sabato

We propose a general framework for non-interactive locally differentially private (LDP) learning of structured univariate distributions that can be approximated by piece-wise polyn…