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Reverse AD at Higher Types: Pure, Principled and Denotationally Correct
We show how to define forward- and reverse-mode automatic differentiation source-code transformations or on a standard higher-order functional language. The transformations generate purely functional code, and they are principled in the sense that their definition arises from a categorical universal...
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| Publicado no: | Programming Languages and Systems |
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| Autor principal: | |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7984537/ https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-72019-3_22 |
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