Neural Backward Filtering Forward Guiding

Gefan Yang, Frank van der Meulen, Stefan Sommer

Inference in nonlinear continuous stochastic processes on trees is challenging, particularly when observations are sparse and the topology is complex. Exact smoothing via Doob's $h…