Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
That’s why there's not a closed-form solution to equations (7–9). Furthermore, equations (12–14) do not aim to precisely maximize over θ the actual log-likelihood, given in equation (6). Instead, they maximize a proxy function of the log-likelihood over θ, namely, the expected log-likelihood, which