Machine Learning, Data Science, Statistics, Probability, Editors Pick.
soft assignments Z|X,θ*. To understand why we need Q(θ,θ*), think about this. We need to find the best θ to maximize P(X,Z|θ); however, we can’t reasonably sum across all of Z for each data point. Suppose however that Z was magically known. Then this problem could be avoided altogether because