Residual-Controlled Douglas--Rachford Splitting for Differentiable Solver Layers

Kang Liu, Jianchen Hu

Differentiable solver layers embed constrained optimization into end-to-end learning systems, but fixed-depth unrolling must trade off solution quality, feasibility, and computatio…