Uncertainty-Gated Generative Modeling

Xingrui Gu, Haixi Zhang

Financial time-series forecasting is a high-stakes problem where regime shifts and shocks make point-accurate yet overconfident models dangerous. We propose Uncertainty-Gated Gener…