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...
Gardado en:
| Principais autores: | , , |
|---|---|
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Logical Methods in Computer Science e.V.
2022-03-01
|
| Series: | Logical Methods in Computer Science |
| Assuntos: | |
| Acceso en liña: | https://lmcs.episciences.org/7106/pdf |
| Tags: |
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!
|