OptNet: Differentiable Optimization as a Layer in Neural Networks

Brandon Amos, J. Zico Kolter

Abstract: This paper presents OptNet, a network architecture that integrates optimization problems (here, specifically in the form of quadratic programs) as individual layers in larger end-to-end trainable d...