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Large-scale semi-supervised learning with online spectral graph sparsification

cs.LG updates on arXiv.org
Daniele Calandriello, Alessandro Lazaric, Michal Valko

arXiv:2604.26550v1 Announce Type: new Abstract: We introduce Sparse-HFS, a scalable algorithm that can compute solutions to SSL problems using only O(n polylog(n)) space and O(m polylog(n)) time.