mlsanityData to 14 Oct 2026

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

arXiv 2604.26550 ↗First posted 29 Apr 2026cs.LG stat.MLcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 9 references that are in the map. First posted on arXiv 29 Apr 2026.

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References · 1

  1. 2014Single Pass Spectral Sparsification in Dynamic Streamscited by 7

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