27 citations · 173 across the 24 of their papers we have counts for
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stat.CO2019★ 23 cited
d-blink: Distributed End-to-End Bayesian Entity Resolution
Neil G. Marchant, Andee Kaplan, Daniel N. Elazar +2
Entity resolution (ER; also known as record linkage or de-duplication) is the process of merging noisy databases, often in the absence of unique identifiers. A major advancement in…
stat.CO2014★ 27 cited
SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication
Rebecca C. Steorts, Rob Hall, Stephen E. Fienberg
We propose a novel unsupervised approach for linking records across arbitrarily many files, while simultaneously detecting duplicate records within files. Our key innovation is to…