LEAF: A Learning-Enabled ADMM Framework for Accelerated Convex Optimization

Binh Nguyen, Trinh Tran, Truong X. Nghiem

We propose LEAF, a learning-enabled ADMM framework for accelerated convex optimization. The key idea is to approximate the Moreau envelope of the objective function using an Input…