Article

Baydin, Atilim Gunes and Pearlmutter, Barak A. and Radul, Alexey Andreyevich and Siskind, Jeffrey Mark (2018) Automatic Differentiation in Machine Learning: a Survey. Journal of Marchine Learning Research, 18. pp. 1-43. ISSN 1532-4435

Monograph

Baydin, Atilim Gunes and Pearlmutter, Barak A. and Radul, Alexey Andreyevich and Siskind, Jeffrey Mark (2015) Automatic differentiation in machine learning: a survey. Working Paper. arXiv.

Baydin, Atilim Gunes and Pearlmutter, Barak A. and Siskind, Jeffrey Mark (2015) DiffSharp: Automatic Differentiation Library. Working Paper. arXiv.

Baydin, Atilim Gunes and Pearlmutter, Barak A. (2014) An Analysis of Publication Venues for Automatic Differentiation Research. Working Paper. arXiv.

Baydin, Atilim Gunes and Pearlmutter, Barak A. (2014) Automatic Differentiation of Algorithms for Machine Learning. Working Paper. arXiv.

Conference or Workshop Item

Baydin, Atilim Gunes and Pearlmutter, Barak A. and Siskind, Jeffrey Mark (2016) DiffSharp: An AD Library for .NET Languages. In: AD 2016 Conference: 7th International Conference on Algorithmic Differentiation, September 12-15, 2016, Oxford, U.K..

Baydin, Atilim Gunes and Pearlmutter, Barak A. and Siskind, Jeffrey Mark (2016) Tricks from Deep Learning. In: AD 2016 Conference: 7th International Conference on Algorithmic Differentiation, September 12-15, 2016, Oxford, U.K..