Differentially Private Empirical Risk Minimization with Sparsity-Inducing Norms

K S Sesh Kumar, Marc Peter Deisenroth

Differential privacy is concerned about the prediction quality while measuring the privacy impact on individuals whose information is contained in the data. We consider differentia…