12 citations · 15 across the 7 of their papers we have counts for
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cs.LG2020
Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products
Kai Bergermann, Martin Stoll, Toni Volkmer
We generalize a graph-based multiclass semi-supervised classification technique based on diffuse interface methods to multilayer graphs. Besides the treatment of various applicatio…
cs.LG2018★ 12 cited
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks
Dominik Alfke, Daniel Potts, Martin Stoll +1
The graph Laplacian is a standard tool in data science, machine learning, and image processing. The corresponding matrix inherits the complex structure of the underlying network an…