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(Almost) All of Entity Resolution



Olivier Binette , Rebecca C. Steorts

* 53 pages, includes supplementary materials 

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d-blink: Distributed End-to-End Bayesian Entity Resolution



Neil G. Marchant , Rebecca C. Steorts , Andee Kaplan , Benjamin I. P. Rubinstein , Daniel N. Elazar

* 28 pages, 6 figures, 4 tables. Includes 21 pages of supplementary material 

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Probabilistic Blocking with An Application to the Syrian Conflict



Rebecca C. Steorts , Anshumali Shrivastava

* Steorts R.C., Shrivastava A. (2018) Probabilistic Blocking with an Application to the Syrian Conflict. PSD (2018) 
* 16 pages, 3 figures. arXiv admin note: substantial text overlap with arXiv:1510.07714, arXiv:1710.02690 

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Posterior Prototyping: Bridging the Gap between Bayesian Record Linkage and Regression



Andee Kaplan , Brenda Betancourt , Rebecca C. Steorts

* 23 pages, 13 figures 

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Performance Bounds for Graphical Record Linkage



Rebecca C. Steorts , Matt Barnes , Willie Neiswanger

* 11 pages with supplement; 4 figures and 2 tables; to appear in AISTATS 2017 

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Bayesian Learning of Dynamic Multilayer Networks



Daniele Durante , Nabanita Mukherjee , Rebecca C. Steorts

* Journal of Machine Learning Research (2017). 18, 1-29 

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Flexible Models for Microclustering with Application to Entity Resolution



Giacomo Zanella , Brenda Betancourt , Hanna Wallach , Jeffrey Miller , Abbas Zaidi , Rebecca C. Steorts

* 15 pages, 3 figures, 1 table, to appear NIPS 2016. arXiv admin note: text overlap with arXiv:1512.00792 

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Microclustering: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set



Jeffrey Miller , Brenda Betancourt , Abbas Zaidi , Hanna Wallach , Rebecca C. Steorts

* 8 pages, 3 figures, NIPS Bayesian Nonparametrics: The Next Generation Workshop Series 

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Variational Bayes for Merging Noisy Databases



Tamara Broderick , Rebecca C. Steorts

* 12 pages 

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