Beyond Linear Dynamics: Neural Bilinear Dynamical Models for Time Series Forecasting

Mengzhou Gao, Huangqian Yu, Pengfei Jiao

Time series in real-world applications are often generated by nonlinear dynamical systems, making accurate forecasting challenging. Existing approaches that explicitly model system…