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Jesse Michel

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titleconferencedate
Semantics of Integrating and Differentiating SingularitiesPLDI 20252025-06-16
A formal semantics for programs that evaluate and differentiate singular integrals, giving a denotational model and an operational Monte Carlo estimator that…
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Distributions for Compositionally Differentiating Parametric DiscontinuitiesOOPSLA 20242024-10-20
Introduces Potto prototype as the first differentiable first-order language that soundly differentiates parametric discontinuities, gives a denotational…
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λS: Computable Semantics for Diff'ble Programming with HO Functions and DatatypesPOPL 20212021-01-17
A new differentiable programming semantics, λS, gives computable meanings for higher-order derivatives and for nondifferentiable ops via the Clarke derivative…
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