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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Mathieu Huot, Sam Staton, Matthijs Vákár
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Logical Methods in Computer Science e.V. 2022-03-01
Цуврал:	Logical Methods in Computer Science
Нөхцлүүд:	computer science - programming languages computer science - logic in computer science
Онлайн хандалт:	https://lmcs.episciences.org/7106/pdf
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!