Abstract: Bayesian Optimization or Efficient Global Optimization (EGO) is a global search strategy that is designed for expensive black-box functions. In this algorithm, a statistical model (usually ...

Abstract: We show that the moment generating function of the Kullback-Leibler divergence (relative entropy) between the empirical distribution of n independent samples from a distribution P over a ...

I'm surprised it took that long. When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. I remember talking to someone in the production department, and ...