1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2017★ 1 cited
When is Network Lasso Accurate: The Vector Case
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 estimato…
stat.ML2017
Random Walk Sampling for Big Data over Networks
Saeed Basirian, Alexander Jung
It has been shown recently that graph signals with small total variation can be accurately recovered from only few samples if the sampling set satisfies a certain condition, referr…