A compiler for a self-hosting Scheme subset produces a differentiable meta-circular interpreter supporting gradient-based co-optimization of program structure and continuous parameters.
Matko Bošnjak, Tim Rocktäschel, Jason Naradowsky, and Sebastian Riedel
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Compile Once, Differentiate Everywhere: A Differentiable Meta-Circular Interpreter
A compiler for a self-hosting Scheme subset produces a differentiable meta-circular interpreter supporting gradient-based co-optimization of program structure and continuous parameters.