Computation-Utility-Privacy Tradeoffs in Bayesian Estimation

Sitan Chen, Jingqiu Ding, Mahbod Majid +1

Bayesian methods lie at the heart of modern data science and provide a powerful scaffolding for estimation in data-constrained settings and principled quantification and propagatio…