73 citations · 116 across the 12 of their papers we have counts for
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cs.DS2018
Graph Sparsification, Spectral Sketches, and Faster Resistance Computation, via Short Cycle Decompositions
Timothy Chu, Yu Gao, Richard Peng +3
We develop a framework for graph sparsification and sketching, based on a new tool, short cycle decomposition -- a decomposition of an unweighted graph into an edge-disjoint collec…
cs.DS2018★ 12 cited
Graph Sketching Against Adaptive Adversaries Applied to the Minimum Degree Algorithm
Matthew Fahrbach, Gary L. Miller, Richard Peng +3
Motivated by the study of matrix elimination orderings in combinatorial scientific computing, we utilize graph sketching and local sampling to give a data structure that provides a…