Active Learning for Abrupt Shifts Change-point Detection via Derivative-Aware Gaussian Processes

Hao Zhao, Rong Pan

Change-point detection (CPD) is crucial for identifying abrupt shifts in data, which influence decision-making and efficient resource allocation across various domains. To address…