Network Lasso: Clustering and Optimization in Large Graphs

David Hallac, Jure Leskovec, Stephen Boyd

Convex optimization is an essential tool for modern data analysis, as it provides a framework to formulate and solve many problems in machine learning and data mining. However, gen…