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Mean Field Models for Spin Glasses: Advanced replica-symmetry and low temperature

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Potential Hessian Ascent: The Sherrington-Kirkpatrick Model

math.PR · 2024-08-05 · unverdicted · novelty 7.0

Presents the first iterative spectral algorithm for near-optimal solutions to random quadratic optimization over the hypercube, resolving Subag's conjecture via potential Hessian ascent and SDE approximation.

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  • Potential Hessian Ascent: The Sherrington-Kirkpatrick Model math.PR · 2024-08-05 · unverdicted · none · ref 76

    Presents the first iterative spectral algorithm for near-optimal solutions to random quadratic optimization over the hypercube, resolving Subag's conjecture via potential Hessian ascent and SDE approximation.