Two-stage Odd Residual Flows for Mean-Preserving Probabilistic Time Series Forecasting

Kiran Madhusudhanan, Christian Klötergens, Lars Schmidt-Thieme +1

Probabilistic forecasting plays an essential role in risk-sensitive decision-making, particularly in long-horizon settings. However, existing approaches often face a fundamental tr…