A Gaussian Process consulting Dr. Gramacy
Published:
GP: Doctor Gramacy, I feel down today.
Dr. Gramacy: Any prior condition?
GP: I see myself as quite normal…Constant mean, a stationary kernel. However, after I made a few negative observations, I felt dragged down.
Dr. Gramacy: I see. All we need is to take you to a better place.
GP: ow, that feels uncertain!
Dr. Gramacy: don’t panic, we’ll get there by little updates…See?
GP: Wait…yes! Actually, I already feel much better now.
Dr Gramacy: Very good! Anything else I can do for you?
GP: Well, I am still hoping to really get on top of things…
Dr. Gramacy: let me recommend some extra observations via BO acquisition functions.