20 citations · 30 across the 3 of their papers we have counts for
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cs.DS2018
Distinct Sampling on Streaming Data with Near-Duplicates
Jiecao Chen, Qin Zhang
In this paper we study how to perform distinct sampling in the streaming model where data contain near-duplicates. The goal of distinct sampling is to return a distinct element uni…
cs.DS2017★ 20 cited
Communication-Optimal Distributed Clustering
Jiecao Chen, He Sun, David P. Woodruff +1
Clustering large datasets is a fundamental problem with a number of applications in machine learning. Data is often collected on different sites and clustering needs to be performe…