Provably correct, asymptotically efficient, higher-order reverse-mode automatic differentiation

Faustyna Krawiec, Simon Peyton Jones, Neel Krishnaswami, Tom Ellis, Richard A. Eisenberg, Andrew W. Fitzgibbon. Provably correct, asymptotically efficient, higher-order reverse-mode automatic differentiation. Proceedings of the ACM on Programming Languages, 6(POPL):1-30, 2022. [doi]

@article{KrawiecJKEEF22,
  title = {Provably correct, asymptotically efficient, higher-order reverse-mode automatic differentiation},
  author = {Faustyna Krawiec and Simon Peyton Jones and Neel Krishnaswami and Tom Ellis and Richard A. Eisenberg and Andrew W. Fitzgibbon},
  year = {2022},
  doi = {10.1145/3498710},
  url = {https://doi.org/10.1145/3498710},
  researchr = {https://researchr.org/publication/KrawiecJKEEF22},
  cites = {0},
  citedby = {0},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {6},
  number = {POPL},
  pages = {1-30},
}