Local Function Complexity for Active Learning via Mixture of Gaussian Processes

Danny Panknin, Stefan Chmiela, Klaus-Robert Müller +1

Inhomogeneities in real-world data, e.g., due to changes in the observation noise level or variations in the structural complexity of the source function, pose a unique set of chal…