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Unraveling the iterative CHAD

Nunes, Fernando Lucatelli et al.
arXiv (OAI Expanded) · Papers
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18c1068t07category-theoryi-2-3i-2-6logicmachine-learningprogramming-languages
Combinatory Homomorphic Automatic Differentiation (CHAD) was originally formulated as a semantics-driven source-to-source transformation for reverse-mode automatic differentiation of total functional programs. We extend CHAD to programs with partial operations, data-dependent conditionals, and while
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