no code implementations • 11 Oct 2017 • Nguyen Tran, Saeed Basirian, Alexander Jung
A recently proposed learning algorithm for massive network-structured data sets (big data over networks) is the network Lasso (nLasso), which extends the well- known Lasso estimator from sparse models to network-structured datasets.
no code implementations • 16 Apr 2017 • Saeed Basirian, Alexander Jung
Numerical experiments demonstrate the effectiveness of this approach for graph signals obtained from a synthetic random graph model as well as a real-world dataset.
