2020
Modeling Piece-Wise Stationary Time Series
ICASSP 2020accepted
We consider the problem of modeling piece-wise stationary time series. We propose a new, data-driven technique to automatically identify change-points and learn piece-wise stationary models. We do not assume prior knowledge of the stationary models or the number of change points. Our method can auto…