2 papers
eess.SP2024
SLoG-Net: Algorithm Unrolling for Source Localization on Graphs
Chang Ye, Gonzalo Mateos
We present a novel model-based deep learning solution for the inverse problem of localizing sources of network diffusion. Starting from first graph signal processing (GSP) principl…
eess.SP2024
Blind Deconvolution on Graphs: Exact and Stable Recovery
Chang Ye, Gonzalo Mateos
We study a blind deconvolution problem on graphs, which arises in the context of localizing a few sources that diffuse over networks. While the observations are bilinear functions…