Large-scale semi-supervised learning with online spectral graph sparsification
2015 · in (ICML 2015 - REML)
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.
PDF · Resource-Efficient Machine Learning workshop at International Conference on Machine Learning · arXiv preprint · bibtex · poster · DOI