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AHEAD: Adaptive Neural Acceleration for Large-Scale Linear Programming

Liu, Sihao et al.
arXiv (All) · Papers
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machine-learningoptimization-and-control
Large-scale linear programs with millions of variables and constraints strain time and memory budgets. First-order methods such as the primal-dual hybrid gradient scale to this regime because they avoid matrix factorizations, but they require many iterations. Learned accelerators can reduce these it
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