When is Network Lasso Accurate: The Vector Case

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. Efficient implementations of the nLasso have been presented using modern convex optimization methods... (read more)

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