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Kawaguchi

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STDE++: Polynomial-Time Amortization for Linear Differential Operators

This work shows how to efficiently perform arbitrary contractions of the derivative tensor of arbitrary order for multivariate functions by properly constructing the input tangents to univariate high-order AD, which can be used to randomize any differential operator efficiently.

†. ZekunShi, †. ZheyuanHu, Min Lin et al. · 0 citations