Wasserstein Exponential Smoothing for Distributional Time Series Forecasting

Takuo Matsubara, Peiwen Jiang, Minh-Ngoc Tran +1

Distributional time series arise when each temporal observation is a probability distribution rather than a scalar. We propose Wasserstein exponential smoothing (WES), a one-parame…