20 citations · 20 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 20 cited
Gradients without Backpropagation
Atılım Güneş Baydin, Barak A. Pearlmutter, Don Syme +2
Using backpropagation to compute gradients of objective functions for optimization has remained a mainstay of machine learning. Backpropagation, or reverse-mode differentiation, is…
cs.PL2016
Types from data: Making structured data first-class citizens in F#
Tomas Petricek, Gustavo Guerra, Don Syme
Most modern applications interact with external services and access data in structured formats such as XML, JSON and CSV. Static type systems do not understand such formats, often…