Publications by Author: Pearlmutter
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Order by: [Title], [Author], [Editor], [Year]
Jeffrey Mark Siskind, Barak A. Pearlmutter
Perturbation Confusion and Referential Transparency: Correct Functional Implementation of Forward-Mode AD
Conference proceeding, Implementation and Application of Functional Languages---17th International Workshop, IFL'05, 2005
Tools:
Haskell
Theory & Techniques:
Forward Mode, Functional Programming
O. Manzyuk, B. A. Pearlmutter, A. A. Radul, D. R. Rush, J. M. Siskind
Perturbation confusion in forward automatic differentiation of higher-order functions
Article in Journal of Functional Programming, Cambridge University Press, 2019
Theory & Techniques:
Higher Order
Jeffrey Mark Siskind, Barak A. Pearlmutter
Putting the Automatic Back into AD: Part I, What's Wrong
School of Electrical and Computer Engineering, Purdue University, 2008
Tools:
ADIC, ADIFOR, FADBAD/TADIFF, TAPENADE
Theory & Techniques:
Forward Mode, Higher Order, Nesting

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