961 citations · 1.6k across the 9 of their papers we have counts for
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cs.DS2012
Characterizing Properties for Q-Clustering
Reza Bosagh Zadeh, Gunnar Carlsson
We uniquely characterize two members of the Q-Clustering family in an axiomatic framework. We introduce properties that use known tree constructions for the purpose of characteriza…
cs.DS2012★ 52 cited
Dimension Independent Similarity Computation
Reza Bosagh Zadeh, Ashish Goel
We present a suite of algorithms for Dimension Independent Similarity Computation (DISCO) to compute all pairwise similarities between very high dimensional sparse vectors. All of…
cs.LG2012★ 87 cited
A Uniqueness Theorem for Clustering
Reza Bosagh Zadeh, Shai Ben-David
Despite the widespread use of Clustering, there is distressingly little general theory of clustering available. Questions like "What distinguishes a clustering of data from other d…