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Re-visiting Skip-Gram Negative Sampling: Dimension Regularization for More Efficient Dissimilarity Preservation in Graph Embeddings.
David Liu
Arjun Seshadri
Tina Eliassi-Rad
Johan Ugander
Published in:
CoRR (2024)
Keyphrases
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random walk
graph model
markov random field
graph structure
positive and negative
bipartite graph
sampling algorithm
bayesian networks
weighted graph
graph theory
graph matching
connected components
structured data
graphical models
pairwise
feature space
pattern recognition