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Efficient differentiable programming in a functional array-processing language
Shaikhha A., Fitzgibbon A., Vytiniotis D., Peyton Jones S. Proceedings of the ACM on Programming Languages 3(ICFP): 1-30, 2019. Type: Article
Differentiable programming, or automatic differentiation, is a powerful technique in many fields, including dynamic systems, machine learning, and computer vision, mainly for solving nonlinear problems. Forward (versus reverse) differentiation bas...
Jul 20 2021
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