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Connected by Construction: Learning Tractable Near-Tour Marginals for Traveling Salesman Problems

arXiv cs.AI ↗ · 2026-07-15 Cached

This paper proposes C2TSP, an end-to-end unsupervised learning method for the Traveling Salesman Problem that learns a tractable distribution over near-tour structures using a connected-by-construction Gibbs family, incorporating implicit differentiation and certificate-guided sharpening to preserve interpretable Hamiltonian structure.

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