Natalia Vesselinova

Analysis of Network Lasso for Semi-Supervised Regression

We apply network Lasso to semi-supervised regression problems involving network-structured data. This approach lends quite naturally to highly scalable learning algorithms in the form of message passing over an empirical graph which represents the network structure of the data. By using a simple non…