Machine Learning, Data Science, Statistics, Probability, Editors Pick.
parameters. The current values of our statistical model θ* and the data X are used to compute soft latent assignments P(Z|X,θ*). The intuition behind Q(θ,θ*) is probably the most confusing part of the EM algorithm. Its inclusion ultimately results in a trade-off between computation time and