Em Algorithm, Statistics, Machine Learning, Clustering Algorithm, Python.
can define the objective function as follows. The objective functions Formula (2) uses the marginal probability formula to transform formula (1). Then, how do we optimize formula (2)? Generally, finding the maximum likelihood estimates of the parameter may be challenging in this setting because