Geumlek, Joseph

3 publications

NeurIPS 2019 Privacy Amplification by Mixing and Diffusion Mechanisms Borja Balle, Gilles Barthe, Marco Gaboardi, Joseph Geumlek

NeurIPS 2017 Renyi Differential Privacy Mechanisms for Posterior Sampling Joseph Geumlek, Shuang Song, Kamalika Chaudhuri

UAI 2016 On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis James R. Foulds, Joseph Geumlek, Max Welling, Kamalika Chaudhuri