38 citations · 195 across the 35 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016★ 8 cited
Semi-Supervised Learning via Sparse Label Propagation
Alexander Jung, Alfred O. Hero, Alexandru Mara +1
This work proposes a novel method for semi-supervised learning from partially labeled massive network-structured datasets, i.e., big data over networks. We model the underlying hyp…
cs.LG2016★ 3 cited
Scalable Semi-Supervised Learning over Networks using Nonsmooth Convex Optimization
Alexander Jung, Alfred O. Hero, Alexandru Mara +1
We propose a scalable method for semi-supervised (transductive) learning from massive network-structured datasets. Our approach to semi-supervised learning is based on representing…