RDIT: Residual-based Diffusion Implicit Models for Probabilistic Time Series Forecasting

Chih-Yu Lai, Yu-Chien Ning, Duane S. Boning

Probabilistic Time Series Forecasting (PTSF) plays a critical role in domains requiring accurate and uncertainty-aware predictions for decision-making. However, existing methods of…