Large-scale semi-supervised learning with online spectral graph sparsification
arXiv:2604.26550
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.
Workshop on Resource-Efficient Machine Learning (REML), ICML 2015