Problem: Compute distance between points with uncertain locations (given by samples, or differing observations, or clusters). For example, if I have the following three “points” in the plane, as indicated by their colors, which is closer, blue to green, or blue to red? It’s not obvious, and there are multiple factors at work: the red points have fewer samples, but we can be more certain about the position;