Embedding dimension affects stability differently across node embedding methods, with no universal alignment between maximum stability and optimal downstream performance.
How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings
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The Impact of Dimensionality on the Stability of Node Embeddings
Embedding dimension affects stability differently across node embedding methods, with no universal alignment between maximum stability and optimal downstream performance.