Conditional score-based diffusion models for Bayesian inference in infinite dimensions

Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. De Hoop. Conditional score-based diffusion models for Bayesian inference in infinite dimensions. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{BaldassariSGSH23,
  title = {Conditional score-based diffusion models for Bayesian inference in infinite dimensions},
  author = {Lorenzo Baldassari and Ali Siahkoohi and Josselin Garnier and Knut Solna and Maarten V. De Hoop},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/4c79c359b3c5f077c0b955f93cb0f53e-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/BaldassariSGSH23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}