Differentially Private (Gradient) Expectation Maximization Algorithm with Statistical Guarantees

Di Wang, Jiahao Ding, Lijie Hu +3

(Gradient) Expectation Maximization (EM) is a widely used algorithm for estimating the maximum likelihood of mixture models or incomplete data problems. A major challenge facing th…