Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
the denominator of the Bayes law. This is because that integral is usually done in high dimensional, and it may not either have a closed-form solution or be very complex to compute. Another problem with the Bayesian approach is the subjective prior (P(θ)) since, in most problems in the real world,