Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising

Siheng Chen, Yonina C. Eldar, Lingxiao Zhao

We propose an interpretable graph neural network framework to denoise single or multiple noisy graph signals. The proposed graph unrolling networks expand algorithm unrolling to th…