Higher Order Automatic Differentiation of Higher Order Functions
We present semantic correctness proofs of automatic differentiation (AD). We consider a forward-mode AD method on a higher order language with algebraic data types, and we characterise it as the unique structure preserving macro given a choice of derivatives for basic operations. We describe a rich...
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| Autores principales: | , , |
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| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
Logical Methods in Computer Science e.V.
2022-03-01
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| Colección: | Logical Methods in Computer Science |
| Materias: | |
| Acceso en línea: | https://lmcs.episciences.org/7106/pdf |
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