Machine Learning, Statistics, Monte Carlo, Deep Learning.
evidence, log p(D|θ) into account. The last step uses Jensen’s inequality. When f is concave, Finally, we aim to find optimal parameters θ that maximise the ELBO which can be performed with the coordinate ascent algorithm. For a detailed explanation of this algorithm, please review Blei et al.