Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting

Yanfeng Yang, Siwei Chen, Pingping Hu +6

Probabilistic forecasting of multivariate time series is challenging due to non-stationarity, inter-variable dependencies, and distribution shifts. While recent diffusion and flow…