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Adam Paszke

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titleconferencedate
Infix-Extensible Record Types for Tabular DataTyDe 20232023-09-04
A row-polymorphic record calculus that adds scoped labels and first-class labels and rows plus record concatenation, with a Hindley-Milner–style inference…
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Contextual source code AD transformations for sum typesLAFI 20232023-01-15
Provides context-based source-code transformations that implement forward AD, reverse AD and transposition for a first-order language with products and sums…
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You Only Linearize Once: Tangents Transpose to GradientsPOPL 20232023-01-15
Claim: reverse-mode AD is exactly forward-mode AD followed by unzipping the forward result into nonlinear and linear parts and then transposition of that…
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