A taxonomy of automatic differentiation pitfalls
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DOI: 10.1002/widm.1555
Abstract: Automatic differentiation is a popular technique for computing derivatives of computer programs. While automatic differentiation has been successfully used in countless engineering, science, and machine learning applications, it can sometimes nevertheless produce surprising results. In… read more here.
Keywords: differentiation; automatic differentiation; taxonomy automatic; differentiation pitfalls ... See more keywords