R. Steorts

Most-cited papers

A Bayesian Approach to Graphical Record Linkage and Deduplication
R. Steorts, Rob Hall, S. Fienberg
2013International Conference on Artificial Intelligence and Statistics163 citations Open access
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A Comparison of Blocking Methods for Record Linkage
R. Steorts, Samuel L. Ventura, Mauricio Sadinle, S. Fienberg
2014Privacy in Statistical Databases146 citations
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Minimal Impact of Implemented Early Warning Score and Best Practice Alert for Patient Deterioration
A. Bedoya, M. Clement, Matthew Phelan, R. Steorts +2 more
2019Critical Care Medicine140 citations Open access
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(Almost) all of entity resolution
Olivier Binette, R. Steorts
2020Science Advances111 citations Open access
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Bayesian benchmarking with applications to small area estimation
G. Datta, M. Ghosh, R. Steorts, J. Maples
201184 citations
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Entity Resolution with Empirically Motivated Priors
R. Steorts
201470 citations Open access
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Unique Entity Estimation with Application to the Syrian Conflict
Beidi Chen, Anshumali Shrivastava, R. Steorts
2017Annals of Applied Statistics37 citations Open access
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Development, Implementation, and Evaluation of an In-Hospital Optimized Early Warning Score for Patient Deterioration
Cara O'Brien, B. Goldstein, Yueqi Shen, Matthew Phelan +3 more
2020MDM Policy & Practice32 citations Open access
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d-blink: Distributed End-to-End Bayesian Entity Resolution
Neil G. Marchant, Andee Kaplan, Daniel N. Elazar, Benjamin I. P. Rubinstein +1 more
2019Journal of Computational And Graphical Statistics32 citations Open access
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Two-stage benchmarking as applied to small area estimation
M. Ghosh, R. Steorts
201331 citations
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Random Partition Models for Microclustering Tasks
Brenda Betancourt, Giacomo Zanella, R. Steorts
2020Journal of the American Statistical Association28 citations Open access
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Bayesian Learning of Dynamic Multilayer Networks
Daniele Durante, Nabanita Mukherjee, R. Steorts
2016Journal of machine learning research28 citations
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A Unified Framework for De-Duplication and Population Size Estimation (with Discussion)
Andrea Tancredi, R. Steorts, B. Liseo
2020Bayesian Analysis27 citations Open access
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On estimation of mean squared errors of benchmarked empirical Bayes estimators
R. Steorts, M. Ghosh
201325 citations Open access
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Microclustering: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set
Jeffrey W. Miller, Brenda Betancourt, Abbas Zaidi, H. Wallach +1 more
201522 citations
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Prediction of appointment no-shows using electronic health records
Qiaohui Lin, Brenda Betancourt, B. Goldstein, R. Steorts
2019Journal of Applied Statistics19 citations Open access
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REGULARIZED BRAIN READING WITH SHRINKAGE AND SMOOTHING
Leila Wehbe, Aaditya Ramdas, R. Steorts, C. Shalizi
2014Annals of Applied Statistics18 citations Open access
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Generalized Bayesian Record Linkage and Regression with Exact Error Propagation
R. Steorts, Andrea Tancredi, B. Liseo
2018Privacy in Statistical Databases16 citations Open access
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Blocking Methods Applied to Casualty Records from the Syrian Conflict
Peter Sadosky, Anshumali Shrivastava, M. Price, R. Steorts
2015arXiv.org14 citations
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Bayesian Modeling for Simultaneous Regression and Record Linkage
Jiurui Tang, J. Reiter, R. Steorts
2020Privacy in Statistical Databases11 citations
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A Privacy Preserving Algorithm to Release Sparse High-dimensional Histograms
Li Bai, Vishesh Karwa, A. Slavkovic, R. Steorts
2018Journal of Privacy and Confidentiality11 citations Open access
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Performance Bounds for Graphical Record Linkage
R. Steorts, Matt Barnes, Willie Neiswanger
2017International Conference on Artificial Intelligence and Statistics9 citations
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Variational Bayes for Merging Noisy Databases
Tamara Broderick, R. Steorts
20149 citations
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Trouble With The Curve: Improving MLB Pitch Classification
M. Pane, Samuel L. Ventura, R. Steorts, A. Thomas
20138 citations
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Novel Method for Solid Phase Peptide Synthesis Using Microwave Energy
Jonathan M. Collins, M. J. Collins, R. Steorts
20038 citations
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A Practical Approach to Proper Inference with Linked Data
Andee Kaplan, Brenda Betancourt, R. Steorts
20187 citations Open access
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A Primer on the Data Cleaning Pipeline
R. Steorts
2023arXiv.org6 citations Open access
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Bayesian Graphical Entity Resolution Using Exchangeable Random Partition Priors
Neil G. Marchant, Benjamin I. P. Rubinstein, R. Steorts
2023arXiv.org6 citations Open access
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Metropolis Hastings
R. Steorts
2018Encyclopedia of Social Network Analysis and Mining. 2nd Ed.6 citations
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Recent Advances in Data Integration
J. Sakshaug, R. Steorts
2023Journal of Survey Statistics and Methodology5 citations Open access
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Smoothing and Benchmarking for Small Area Estimation
R. Steorts, Timo Schmid, N. Tzavidis
2020International Statistical Review5 citations Open access
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Probabilistic Blocking and Distributed Bayesian Entity Resolution
Ted Enamorado, R. Steorts
2020Privacy in Statistical Databases5 citations
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A MODEL FOR THE DESIGN AND EVALUATION OF AIR CARGO SYSTEMS
R. Fetter, R. Steorts
19665 citations
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Efficient and Scalable Bipartite Matching with Fast Beta Linkage (fabl)
Brian Kundinger, Jerome P. Reiter, R. Steorts
2024Bayesian Analysis4 citations Open access
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Convergence Diagnostics for Entity Resolution
Serge Aleshin-Guendel, R. Steorts
2024Annual Review of Statistics and Its Application4 citations Open access
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On the reliability of multiple systems estimation for the quantification of modern slavery
Olivier Binette, R. Steorts
2021Journal of the Royal Statistical Society: Series A (Statistics in Society)4 citations Open access
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On Computing the Jaro Similarity Between Two Strings
Joyanta Basak, Ahmed H. Soliman, Nachiket Deo, Kenneth Haase +6 more
2023International Symposium on Bioinformatics Research and Applications3 citations
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Transformed Fay-Herriot model with measurement error in covariates
Sepideh Mosaferi, M. Ghosh, R. Steorts
2021Communications in statistics. Simulation and computation3 citations Open access
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Probabilistic Blocking with an Application to the Syrian Conflict
R. Steorts, Anshumali Shrivastava
2018Privacy in Statistical Databases3 citations
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Comments on: “Single and two-stage cross-sectional and time series benchmarking procedures for small area estimation”
R. Steorts, M. Ugarte
2014Test (Madrid)3 citations Open access
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Bayesian Parametric and Nonparametric Inference for Multiple Record Linkage
Rob Hall, R. Steorts, S. Fienberg
20123 citations
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Posterior Prototyping: Bridging the Gap between Bayesian Record Linkage and Regression
Andee Kaplan, Brenda Betancourt, R. Steorts
2018arXiv.org2 citations
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Smoothing, Clustering, and Benchmarking for Small Area Estimation
R. Steorts
20142 citations
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Fast Algorithms for Computing Jaro Similarity.
Joyanta Basak, Nidhibahen Shah, Kenneth Haase, Anup Mathur +5 more
2026Journal of Computational Biology1 citations
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Novel Blocking Techniques and Distance Metrics for Record Linkage
Nachiket Deo, Joyanta Basak, Ahmed H. Soliman, Daniel Weinberg +2 more
2023International Conference on Information Integration and Web-based Applications & Services1 citations
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Some of Entity Resolution
Olivier Binette, R. Steorts
20211 citations
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Entity Resolution with Random Partition Priors for Microclustering [R package microclustr version 0.1.0]
R. Steorts, Brenda Betancourt, Giacomo Zanella
20201 citations
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Clustering and Link Prediction Evaluation in R [R package clevr version 0.1.1]
Neil G. Marchant, R. Steorts
20201 citations
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Some Variants of Constrained Estimation in Finite Population Sampling
M. Ghosh, R. Steorts
2018International Statistical Review1 citations
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Empirical Bayesian Graphical Entity Resolution
R. Steorts
20141 citations
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