@article{automaticlaplacecollapsedsamplingscalabl,
  title = {Automatic Laplace Collapsed Sampling: Scalable Marginalisation of Latent Parameters via Automatic Differentiation},
  author = {Toby Lovick and David Yallup and Will Handley},
  year = {2026},
  eprint = {2603.26644},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.26644},
}