Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence

Gersende Fort, P. Gach, E. Moulines

Fast Incremental Expectation Maximization (FIEM) is a version of the EM framework for large datasets. In this paper, we first recast FIEM and other incremental EM type algorithms i…