Sparse-HFS computes semi-supervised learning solutions on large graphs with O(n polylog(n)) space and O(m polylog(n)) time via online spectral graph sparsification.
Kelner, Jonathan A
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Large-scale semi-supervised learning with online spectral graph sparsification
Sparse-HFS computes semi-supervised learning solutions on large graphs with O(n polylog(n)) space and O(m polylog(n)) time via online spectral graph sparsification.