HUANet: Hard-Constrained Unrolled ADMM for Constrained Convex Optimization

Trinh Tran, Binh Nguyen, Truong X. Nghiem

This paper presents HUANet, a constrained deep neural network architecture that unrolls the Alternating Direction Method of Multipliers (ADMM) into a trainable neural network for a…