69 citations · 180 across the 32 of their papers we have counts for
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cs.LG2016★ 1 cited
Correlation Clustering with Low-Rank Matrices
Nate Veldt, Anthony Wirth, David F. Gleich
Correlation clustering is a technique for aggregating data based on qualitative information about which pairs of objects are labeled 'similar' or 'dissimilar.' Because the optimiza…
cs.SI2016★ 11 cited
A Simple and Strongly-Local Flow-Based Method for Cut Improvement
Nate Veldt, David F. Gleich, Michael W. Mahoney
Many graph-based learning problems can be cast as finding a good set of vertices nearby a seed set, and a powerful methodology for these problems is based on maximum flows. We intr…