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Empirical Inference Conference Paper 2024

Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for ODEs

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Empirical Inference
Jakob Macke
Senior Research Scientist

Author(s): Beck, J. and Bosch, N. and Deistler, M. and Kadhim, K. L. and Macke, J. H. and Hennig, P. and Berens, P.
Book Title: Proceedings of the 41st International Conference on Machine Learning (ICML)
Volume: 235
Pages: 3305--3326
Year: 2024
Month: July
Series: Proceedings of Machine Learning Research
Editors: Salakhutdinov, Ruslan and Kolter, Zico and Heller, Katherine and Weller, Adrian and Oliver, Nuria and Scarlett, Jonathan and Berkenkamp, Felix
Publisher: PMLR
Bibtex Type: Conference Paper (conference)
Event Place: Vienna, Austria
State: Published
URL: https://proceedings.mlr.press/v235/beck24a.html
Electronic Archiving: grant_archive
Links:

BibTex 

@conference{Becketal24,
  title = {Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for {ODEs}},
  booktitle = {Proceedings of the 41st International Conference on Machine Learning (ICML)},
  volume = {235},
  pages = {3305--3326},
  series = {Proceedings of Machine Learning Research},
  editors = {Salakhutdinov, Ruslan and Kolter, Zico and Heller, Katherine and Weller, Adrian and Oliver, Nuria and Scarlett, Jonathan and Berkenkamp, Felix},
  publisher = {PMLR},
  month = jul,
  year = {2024},
  slug = {becketal24},
  author = {Beck, J. and Bosch, N. and Deistler, M. and Kadhim, K. L. and Macke, J. H. and Hennig, P. and Berens, P.},
  url = {https://proceedings.mlr.press/v235/beck24a.html},
  month_numeric = {7}
}