NCP trains a neural network to predict certificate-level dual prices for CO problems, enabling structured primal recovery with a local second-order error guarantee when consistency holds.
Run-csp: unsu- pervised learning of message passing networks for binary constraint satisfaction problems.CoRR, abs/1909.08387, 2019
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Neural Certificate Pricing for Combinatorial Optimization Problems
NCP trains a neural network to predict certificate-level dual prices for CO problems, enabling structured primal recovery with a local second-order error guarantee when consistency holds.