ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs

Alexander K. Lew, Mathieu Huot, Sam Staton, Vikash K. Mansinghka. ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs. Proceedings of the ACM on Programming Languages, 7(POPL):121-153, January 2023. [doi]

@article{LewHSM23,
  title = {ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs},
  author = {Alexander K. Lew and Mathieu Huot and Sam Staton and Vikash K. Mansinghka},
  year = {2023},
  month = {January},
  doi = {10.1145/3571198},
  url = {https://doi.org/10.1145/3571198},
  researchr = {https://researchr.org/publication/LewHSM23},
  cites = {0},
  citedby = {0},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {7},
  number = {POPL},
  pages = {121-153},
}