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cut elimination 1differentiable loss functions 1neuro-symbolic integration 1quantitative linear logic 1soft residuated lattices 1

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20242026
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cs.AI2025

Vehicle: Bridging the Embedding Gap in the Verification of Neuro-Symbolic Programs

Matthew L. Daggitt, Wen Kokke, Robert Atkey +3

Neuro-symbolic programs, i.e. programs containing both machine learning components and traditional symbolic code, are becoming increasingly widespread. Finding a general methodolog…