On the Global Convergence of (Fast) Incremental Expectation Maximization Methods

Belhal Karimi, Hoi-To Wai, Eric Moulines +1

The EM algorithm is one of the most popular algorithm for inference in latent data models. The original formulation of the EM algorithm does not scale to large data set, because th…