Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability

Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis. Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability. 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{FalkiewiczTSWDL23,
  title = {Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability},
  author = {Maciej Falkiewicz and Naoya Takeishi and Imahn Shekhzadeh and Antoine Wehenkel and Arnaud Delaunoy and Gilles Louppe and Alexandros Kalousis},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/03a9a9c1e15850439653bb971a4ad4b3-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/FalkiewiczTSWDL23},
  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},
}