Publications by Author: Baydin
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Order by: [Title], [Author], [Editor], [Year]
A. G. Baydin, B. A. Pearlmutter
An Analysis of Publication Venues for Automatic Differentiation Research
Article in ArXiv e-prints, 2014
Theory & Techniques:
General
A. G. Baydin, B. A. Pearlmutter, A. A. Radul, J. M. Siskind
Automatic differentiation in machine learning: a survey
Article in arXiv preprint arXiv:1502.05767, 2015
Tools:
DiffSharp
A. G. Baydin, B. A. Pearlmutter
Automatic Differentiation of Algorithms for Machine Learning
Conference proceeding, Proceedings of the AutoML Workshop at the International Conference on Machine Learning (ICML), Beijing, China, June 21--26, 2014, 2014
Application Area:
Computer Vision, Optimization
Theory & Techniques:
Forward Mode, General, Reverse Mode
Atılım GŁneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: An AD Library for .NET Languages
2016
Tools:
DiffSharp
Atilim Gunes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: Automatic Differentiation Library
arXiv, 2015
Tools:
DiffSharp
Theory & Techniques:
Implementation Strategies
Atılım GŁneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
Tricks from Deep Learning
2016
Application Area:
Machine Learning

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