Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
exploring the use of more sophisticated machine learning models that will allow us to scale to yet higher dimensional settings. We hope the learnt harmonic mean estimator can already provide a useful tool for Bayesian model selection. In particular, since it is agnostic to the sampling approach, it