Bi-Sha Zhao

SeasonFuser: A Parallel Hybrid Network With Differentiable Seasonal Decomposition for Financial Time Series Forecasting

Financial time series forecasting is challenging because market dynamics can change over time and useful temporal patterns may be weak. Existing hybrid models often combine multiple encoders in serial architectures or process decomposed components with a single encoder. We propose SeasonFuser, a parallel hybrid network...