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Verified SHAP: Provable Bounds for Exact Shapley Values of Neural Networks

arXiv cs.LG · 2026-05-26 Cached

Proposes a verification-based algorithm to compute provable bounds on exact SHAP values for neural networks, scaling to much larger search spaces than prior exact methods.

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