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conditional distribution P(Z|X,θ) which represents the soft latent assignments of our data (see Appendix “Soft Latent Assignments” for calculations). The second part of the E-step calculates Q(θ,θ*) where θ* represents the previous parameters of the statistical model and θ represents potential new