0
The frontier of simulation-based inference
Kyle Cranmer, Johann Brehmer, Gilles Louppe, 2020. Proceedings of the National Academy of Sciences.
A review of simulation-based inference, the methods for drawing conclusions from complex simulators whose likelihoods cannot be written down, and of the developments pushing the field forward.
What it's used for here
The emerging-methods and procedure-fingerprinting surveys cite it as the review of simulation-based inference for choosing among models that generate text.
Cited by on this site 2 records
2 methods surveys
SRCMathematics, encoding procedures
Cite it
Cranmer, K., Brehmer, J., & Louppe, G. (2020). The frontier of simulation-based inference. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.1912789117
@article{cranmer2020frontier,
author = {Cranmer, Kyle and Brehmer, Johann and Louppe, Gilles},
title = {The frontier of simulation-based inference},
journal = {Proceedings of the National Academy of Sciences},
year = {2020},
doi = {10.1073/pnas.1912789117},
url = {https://doi.org/10.1073/pnas.1912789117}
}TY - JOUR TI - The frontier of simulation-based inference AU - Cranmer, Kyle AU - Brehmer, Johann AU - Louppe, Gilles PY - 2020 JO - Proceedings of the National Academy of Sciences DO - 10.1073/pnas.1912789117 UR - https://doi.org/10.1073/pnas.1912789117 ER -
Cranmer, Kyle et al.. “The frontier of simulation-based inference.” Proceedings of the National Academy of Sciences (2020). https://doi.org/10.1073/pnas.1912789117.