Machine Learning, Data Science, Statistics, Probability, Editors Pick.
log-likelihood with respect to the current conditional distribution Z|X,θ*. Equation 4 can be simplified into the following where I is the indicator function and can be used to evaluate the expectation because we assume that z_i is discrete. Ultimately, the equation above can simplify to Equation