Mixtures of Gaussians and the EM algorithm

Mixtures of Gaussians

 

 

Note that if we knew what the z(i)’s were, the maximum likelihood problem would have been easy. Specifically, we could then write down the likelihood as:

 

EM algorithm

收敛性证明：

联系：

Mixtures of Gaussians

求u：

求fai：