Comparing EM with GD in Mixture Models of Two Components

Guojun Zhang, Pascal Poupart, George Trimponias

Abstract: The expectation-maximization (EM) algorithm has been widely used in minimizing the negative log likelihood (also known as cross entropy) of mixture models. However, little is understood about the g...