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Large-scale collective entity matching
Clinical Orthopaedics and Related Research, no. 4 (2011): 208-218
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There have been several recent advancements in Machine Learning community on the Entity Matching (EM) problem. However, their lack of scalability has prevented them from being applied in practical settings on large real-life datasets. Towards this end, we propose a principled framework to scale any generic EM algorithm. Our technique cons...More
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