2021
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
ICLR 2021spotlight
Time series forecasting is often fundamental to scientific and engineering problems and enables decision making. With ever increasing data set sizes, a trivial solution to scale up predictions is to assume independence between interacting time series. However, modeling statistical dependencies can i…