Rebecca C. Steorts

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

Entity resolution (ER) (record linkage or de-duplication) is the process...
09/13/2019 ∙ by Neil G. Marchant, et al. ∙ 3 ∙ share

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Performance Bounds for Graphical Record Linkage

Record linkage involves merging records in large, noisy databases to rem...
03/08/2017 ∙ by Rebecca C. Steorts, et al. ∙ 0 ∙ share

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Flexible Models for Microclustering with Application to Entity Resolution

Most generative models for clustering implicitly assume that the number ...
10/31/2016 ∙ by Giacomo Zanella, et al. ∙ 0 ∙ share

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Bayesian Learning of Dynamic Multilayer Networks

A plethora of networks is being collected in a growing number of fields,...
08/07/2016 ∙ by Daniele Durante, et al. ∙ 0 ∙ share

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

Most generative models for clustering implicitly assume that the number ...
12/02/2015 ∙ by Jeffrey Miller, et al. ∙ 0 ∙ share

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Variational Bayes for Merging Noisy Databases

Bayesian entity resolution merges together multiple, noisy databases and...
10/17/2014 ∙ by Tamara Broderick, et al. ∙ 0 ∙ share

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Unique Entity Estimation with Application to the Syrian Conflict

Entity resolution identifies and removes duplicate entities in large, no...
10/07/2017 ∙ by Beidi Chen, et al. ∙ 0 ∙ share

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Generalized Bayesian Record Linkage and Regression with Exact Error Propagation

Record linkage (de-duplication or entity resolution) is the process of m...
10/11/2018 ∙ by Rebecca C. Steorts, et al. ∙ 0 ∙ share

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

Record linkage (entity resolution or de-deduplication) is the process of...
10/02/2018 ∙ by Andee Kaplan, et al. ∙ 0 ∙ share

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Probabilistic Blocking with An Application to the Syrian Conflict

Entity resolution seeks to merge databases as to remove duplicate entrie...
10/11/2018 ∙ by Rebecca C. Steorts, et al. ∙ 0 ∙ share

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Random Partition Models for Microclustering Tasks

Traditional Bayesian random partition models assume that the size of eac...
04/04/2020 ∙ by Brenda Betancourt, et al. ∙ 0 ∙ share

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Rebecca C. Steorts

Featured Co-authors

Anshumali Shrivastava

Tamara Broderick

Hanna Wallach

Benjamin I. P. Rubinstein

Willie Neiswanger

Daniele Durante

Matt Barnes

Giacomo Zanella

Brenda Betancourt

Beidi Chen

Brunero Liseo

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

Performance Bounds for Graphical Record Linkage

Flexible Models for Microclustering with Application to Entity Resolution

Bayesian Learning of Dynamic Multilayer Networks

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

Variational Bayes for Merging Noisy Databases

Unique Entity Estimation with Application to the Syrian Conflict

Generalized Bayesian Record Linkage and Regression with Exact Error Propagation

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

Probabilistic Blocking with An Application to the Syrian Conflict

Random Partition Models for Microclustering Tasks