Search Results for author: Felix Borutta

Found 2 papers, 0 papers with code

Semi-Supervised Learning on Graphs Based on Local Label Distributions

no code implementations15 Feb 2018 Evgeniy Faerman, Felix Borutta, Julian Busch, Matthias Schubert

Precisely, we propose a new node embedding which is based on the class labels in the local neighborhood of a node.

Attribute General Classification +1

LASAGNE: Locality And Structure Aware Graph Node Embedding

no code implementations17 Oct 2017 Evgeniy Faerman, Felix Borutta, Kimon Fountoulakis, Michael W. Mahoney

For larger graphs with flat NCPs that are strongly expander-like, existing methods lead to random walks that expand rapidly, touching many dissimilar nodes, thereby leading to lower-quality vector representations that are less useful for downstream tasks.

Link Prediction Multi-Label Classification

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