21 citations · 58 across the 10 of their papers we have counts for
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cs.LG2016★ 12 cited
Functorial Hierarchical Clustering with Overlaps
Jared Culbertson, Dan P. Guralnik, Peter F. Stiller
This work draws inspiration from three important sources of research on dissimilarity-based clustering and intertwines those three threads into a consistent principled functorial t…
cs.LG2016★ 5 cited
Consistency constraints for overlapping data clustering
Jared Culbertson, Dan P. Guralnik, Jakob Hansen +1
We examine overlapping clustering schemes with functorial constraints, in the spirit of Carlsson--Memoli. This avoids issues arising from the chaining required by partition-based m…