Composing Automatic Differentiation with Custom Derivatives of Higher-Order Functions

Recent theoretical work on automatic differentiation (autodiff) has focused on characteristics such as correctness and efficiency while assuming that all derivatives are automatically generated by autodiff using program transformation, with the exception of a fixed set of derivatives for primitive o...

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Veröffentlicht in:	arXiv.org 2024-08
1. Verfasser:	Estep, Sam
Format:	Artikel
Sprache:	eng
Schlagworte:	Composite functions Derivatives Differentiation Numerical stability
Online-Zugang:	Volltext
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