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New School

  • Steorts, Rebecca C., Rob Hall and Stephen Fienberg. "A Bayesian Approach to Record Linkage and De-duplication" December 2013.

Very beautiful work. Records are matched to latent individuals. O(N) running time. Unsupervised, but everything hinges on tuning hyperparameters. This work only contemplates categorical variables.

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