Differentiable Bootstrap Particle Filters for Regime-Switching Models

Wenhan Li, Xiongjie Chen, Wenwu Wang +2

Differentiable particle filters are an emerging class of particle filtering methods that use neural networks to construct and learn parametric state-space models. In real-world app…