Automatic Differentiation in Machine Learning: a Survey

Atilim Gunes Baydin, Barak A. Pearlmutter, Alexey Andreyevich Radul, Jeffrey Mark Siskind. Automatic Differentiation in Machine Learning: a Survey. Journal of Machine Learning Research, 18, 2017. [doi]

@article{BaydinPRS17,
  title = {Automatic Differentiation in Machine Learning: a Survey},
  author = {Atilim Gunes Baydin and Barak A. Pearlmutter and Alexey Andreyevich Radul and Jeffrey Mark Siskind},
  year = {2017},
  url = {http://jmlr.org/papers/v18/papers/v18/17-468.html},
  researchr = {https://researchr.org/publication/BaydinPRS17},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {18},
}