dOPT: Differentiating Conic Optimization via Geometric Reduction

Fengyu Yang, Connor W. Magoon, Tyler Watts +1

Optimization layers enable the incorporation of structured constraints and decision problems into learning systems. Training such systems requires differentiating through the embed…