no code implementations • 13 Oct 2022 • Anna Wigren, Fredrik Lindsten
We provide insights on when each sampler should be used and show that they can be combined to form an efficient PG sampler for a model with strong dependencies between states and parameters.
1 code implementation • NeurIPS 2019 • Anna Wigren, Riccardo Sven Risuleo, Lawrence Murray, Fredrik Lindsten
Bayesian inference in state-space models is challenging due to high-dimensional state trajectories.