A taxonomy of automatic differentiation pitfalls

Automatic differentiation is a popular technique for computing derivatives of computer programs. While automatic differentiation has been successfully used in countless engineering, science, and machine learning applications, it can sometimes nevertheless produce surprising results. In this paper, w...

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Veröffentlicht in:	Wiley interdisciplinary reviews. Data mining and knowledge discovery 2024-11, Vol.14 (6), p.e1555-n/a
Hauptverfasser:	Hückelheim, Jan, Menon, Harshitha, Moses, William, Christianson, Bruce, Hovland, Paul, Hascoët, Laurent
Format:	Artikel
Sprache:	eng
Schlagworte:	autodiff automatic differentiation backpropagation Computer Science Differentiation Lookup tables Machine learning Software Taxonomy
Online-Zugang:	Volltext
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