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math.OC2026

Parameter Tuning with Generalization Guarantees for GPU-Accelerated Linear Programming

Siddharth Prasad, Dravyansh Sharma

Recent research has developed practical, parallelizable first-order methods for large scale linear programming, but performance is highly dependent on hyperparameter selection. We…