187 citations · 365 across the 14 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
math.NA2015
Spectral Partitioning with Blends of Eigenvectors
James P. Fairbanks, Geoffrey D. Sanders, David A. Bader
Many common methods for data analysis rely on linear algebra. We provide new results connecting data analysis error to numerical accuracy, which leads to the first meaningful stopp…
cs.DC2015★ 51 cited
Graphs, Matrices, and the GraphBLAS: Seven Good Reasons
Jeremy Kepner, David Bader, Aydın Buluc +3
The analysis of graphs has become increasingly important to a wide range of applications. Graph analysis presents a number of unique challenges in the areas of (1) software complex…