95 citations · 620 across the 56 of their papers we have counts for
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cs.CG2016★ 9 cited
SimBa: An Efficient Tool for Approximating Rips-filtration Persistence via Simplicial Batch-collapse
Tamal K. Dey, Dayu Shi, Yusu Wang
In topological data analysis, a point cloud data P extracted from a metric space is often analyzed by computing the persistence diagram or barcodes of a sequence of Rips complexes…
stat.ML2016
Graphons, mergeons, and so on!
Justin Eldridge, Mikhail Belkin, Yusu Wang
In this work we develop a theory of hierarchical clustering for graphs. Our modeling assumption is that graphs are sampled from a graphon, which is a powerful and general model for…