2 papers
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.LG2018
The Logistic Network Lasso
Henrik Ambos, Nguyen Tran, Alexander Jung
We apply the network Lasso to solve binary classification and clustering problems for network-structured data. To this end, we generalize ordinary logistic regression to non-Euclid…