tokens: Particularly , tcappe2009line showed the asymptotic convergence of the online EM method to a stationary point;tbalakrishnan2017statistical analyzed non - asymptotic convergence for a variant of online EM method which requires a - priori the initial radius , where is the optimal parameter .