EM algorithms for optimization problems with polynomial objectives

Kensuke Asai, Jun-ya Gotoh

The EM (Expectation-Maximization) algorithm is regarded as an MM (Majorization-Minimization) algorithm for maximum likelihood estimation of statistical models. Expanding this view,…