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A smoother way to train structured prediction models.Advances in Neural Information Processing Systems, 31

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quant-ph 1

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2026 1

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Learning Cut Distributions with Quantum Optimization

quant-ph · 2026-04-15 · unverdicted · novelty 5.0

QAOA ansatz with finite layers can capture any bitstring distribution and solves the Fair Cut Cover problem with provable and empirical advantages over classical approximations on certain graphs.

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  • Learning Cut Distributions with Quantum Optimization quant-ph · 2026-04-15 · unverdicted · none · ref 27

    QAOA ansatz with finite layers can capture any bitstring distribution and solves the Fair Cut Cover problem with provable and empirical advantages over classical approximations on certain graphs.