Introduction to energy models

 

 

 

 
Nb. The picture of p(y) really shows the distribution for light-tailed (step function) experts. For heavier tailed distributions, data is much less likely at the corners than on the centre of an edge due to 'squaring' of the experts. As such the contours of p(y) look less polygony and more starry.