31 citations · 35 across the 4 of their papers we have counts for
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cs.LG2019
Classifying Partially Labeled Networked Data via Logistic Network Lasso
Nguyen Tran, Henrik Ambos, Alexander Jung
We apply the network Lasso to classify partially labeled data points which are characterized by high-dimensional feature vectors. In order to learn an accurate classifier from limi…
cs.LG2019★ 31 cited
Localized Linear Regression in Networked Data
Alexander Jung, Nguyen Tran
The network Lasso (nLasso) has been proposed recently as an efficient learning algorithm for massive networked data sets (big data over networks). It extends the well-known least a…