Deep Explicit Duration Switching Models for Time Series

Abdul Fatir Ansari, Konstantinos Benidis, Richard Kurle +5

Many complex time series can be effectively subdivided into distinct regimes that exhibit persistent dynamics. Discovering the switching behavior and the statistical patterns in th…