Adaptive Uncertainty-Weighted ADMM for Distributed Optimization

Jianping Ye, Caleb Wan, Samy Wu Fung

We present AUQ-ADMM, an adaptive uncertainty-weighted consensus ADMM method for solving large-scale convex optimization problems in a distributed manner. Our key contribution is a…