GSQUEAK produces spectrally accurate sparsifiers for graph Laplacians in a single-pass distributed streaming setting.
Analysis of kelner and levin graph sparsification algorithm for a streaming setting https://arxiv.org/pdf/1609.03769.pdf
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Improved large-scale graph learning through ridge spectral sparsification
GSQUEAK produces spectrally accurate sparsifiers for graph Laplacians in a single-pass distributed streaming setting.