Safe Active Learning for Time-Series Modeling with Gaussian Processes

Christoph Zimmer, Mona Meister, Duy Nguyen-Tuong

Learning time-series models is useful for many applications, such as simulation and forecasting. In this study, we consider the problem of actively learning time-series models whil…