Derives linear sample complexity for PDHG parameters and polynomial sample complexity for full PDLP hyperparameters using data-driven algorithm design.
MPAX: Mathematical programming in JAX
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Parameter Tuning with Generalization Guarantees for GPU-Accelerated Linear Programming
Derives linear sample complexity for PDHG parameters and polynomial sample complexity for full PDLP hyperparameters using data-driven algorithm design.