Implement predictive variance reduction search

[kiudee]

We currently employ maximum-value entropy search as the main acquisition function.
Nguyen et al (2017) argue that concentrating on collecting information about the value y* is not enough to find the optimum position x*.

They instead propose the following algorithm

where

Downside: Without having an efficient implementation for Thompson Sampling, this criterion is very costly to evaluate