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Renate A. Schmidt

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Book Open access Aug 2026

When Logic Meets Perception: Operator-Agnostic Differentiable Reasoning for Reliable Neural Prediction

The framework is operator-agnostic - it decouples logical structure from the choice of underlying continuous semantics, revealing, through the first controlled comparison of its kind, that this choice alone can swing performance by over 30 points on the same task.

Zi-Han Shao, Chang Lu, Renate A. Schmidt et al. · 0 citations

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