143 citations · 581 across the 51 of their papers we have counts for
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cs.DS2013★ 18 cited
Dimension Independent Matrix Square using MapReduce
Reza Bosagh Zadeh, Gunnar Carlsson
We compute the singular values of an sparse matrix in a distributed setting, without communication dependence on , which is useful for very large . In partic…
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.DS2008★ 4 cited
Algorithmic and Statistical Challenges in Modern Large-Scale Data Analysis are the Focus of MMDS 2008
Michael W. Mahoney, Lek-Heng Lim, Gunnar E. Carlsson
The 2008 Workshop on Algorithms for Modern Massive Data Sets (MMDS 2008), sponsored by the NSF, DARPA, LinkedIn, and Yahoo!, was held at Stanford University, June 25--28. The goals…