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…