most citedGraph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph

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math.NA2024

Fast Updating Truncated SVD for Representation Learning with Sparse Matrices

Haoran Deng, Yang Yang, Jiahe Li +3

Updating a truncated Singular Value Decomposition (SVD) is crucial in representation learning, especially when dealing with large-scale data matrices that continuously evolve in pr…