End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization

Rajiv Sambharya, Georgina Hall, Brandon Amos +1

First-order methods are widely used to solve convex quadratic programs (QPs) in real-time applications because of their low per-iteration cost. However, they can suffer from slow c…