Parameter Inference via Differentiable Diffusion Bridge Importance Sampling

Nicklas Boserup, Gefan Yang, Michael Lind Severinsen +2

We introduce a methodology for performing parameter inference in high-dimensional, non-linear diffusion processes. We illustrate its applicability for obtaining insights into the e…