Learning Variable Metrics for Convergent Proximal Splitting Algorithms

Yodai Suzuki, Shunsuke Ono

We propose learned variable metric (LVM), a framework that learns metrics of proximal splitting algorithms adapted to each problem instance, coordinate, and iteration with a conver…