Forward- or reverse-mode automatic differentiation: What's the difference?

Automatic differentiation (AD) has been a topic of interest for researchers in many disciplines, with increased popularity since its application to machine learning and neural networks. Although many researchers appreciate and know how to apply AD, it remains a challenge to truly understand the unde...

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Bibliographic Details

Published in:	Science of computer programming Vol. 231; p. 103010
Main Authors:	van den Berg, Birthe, Schrijvers, Tom, McKinna, James, Vandenbroucke, Alexander
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.01.2024
Subjects:	Automatic differentiation Cayley representation Kronecker Nagata idealization Semimodules Cayley representation Nagata idealization Kronecker Semimodules Automatic differentiation
ISSN:	0167-6423, 1872-7964
Online Access:	Get full text
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