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11/28/2022
LoNe Sampler: Graph node embeddings by coordinated local neighborhood sampling
Local graph neighborhood sampling is a fundamental computational problem...
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02/09/2021
COLOGNE: Coordinated Local Graph Neighborhood Sampling
Representation learning for graphs enables the application of standard m...
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02/26/2020
Query-Efficient Correlation Clustering
Correlation clustering is arguably the most natural formulation of clust...
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05/25/2018
KONG: Kernels for ordered-neighborhood graphs
We present novel graph kernels for graphs with node and edge labels that...
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05/17/2016