Publications of Rebecca C. Steorts    :chronological  alphabetical  combined  bibtex listing:

Papers Published

1. Bedoya, AD; Clement, ME; Phelan, M; Steorts, RC; O'Brien, C; Goldstein, BA. "Minimal Impact of Implemented Early Warning Score and Best Practice Alert for Patient Deterioration.." Crit Care Med 47.1 (January, 2019): 49-55. [doi]  [abs]
2. Chen, B; Shrivastava, A; Steorts, RC. "Unique entity estimation with application to the syrian conflict." Annals of Applied Statistics 12.2 (June, 2018): 1039-1067. [doi]  [abs]
3. Steorts, RC; Tancredi, A; Liseo, B. "Generalized bayesian record linkage and regression with exact error propagation." Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics 11126 LNCS (January, 2018): 297-313. [doi]  [abs]
4. Steorts, RC; Shrivastava, A. "Probabilistic blocking with an application to the syrian conflict." Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics 11126 LNCS (January, 2018): 314-327. [doi]  [abs]
5. Durante, D; Mukherjee, N; Steorts, RC. "Bayesian learning of dynamic multilayer networks." Journal of Machine Learning Research 18 (April, 2017): 1-29.  [abs]
6. Steorts, RC; Hall, R; Fienberg, SE. "A Bayesian Approach to Graphical Record Linkage and Deduplication." Journal of the American Statistical Association 111.516 (October, 2016): 1660-1672. [1312.4645v4], [doi]  [abs]
7. Zanella, G; Betancourt, B; Wallach, H; Miller, J; Zaidi, A; Steorts, RC. "Flexible models for microclustering with application to entity resolution." Advances in Neural Information Processing Systems (January, 2016): 1425-1433.  [abs]
8. Miller, J; Betancourt, B; Zaidi, A; Wallach, H; Steorts, RC. "Microclustering: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set." (December, 2015). [1512.00792v1]  [abs]
9. Wehbe, L; Ramdas, A; Steorts, RC; Shalizi, CR. "Regularized brain reading with shrinkage and smoothing." Annals of Applied Statistics 9.4 (December, 2015): 1997-2022. [doi]  [abs]
10. Sadosky, P; Shrivastava, A; Price, M; Steorts, RC. "Blocking Methods Applied to Casualty Records from the Syrian Conflict." (October, 2015).  [abs]
11. Steorts, RC. "Entity resolution with empirically motivated priors." Bayesian Analysis 10.4 (January, 2015): 849-875. [doi]  [abs]
12. Steorts, RC; Ugarte, MD. "Comments on: “Single and two-stage cross-sectional and time series benchmarking procedures for small area estimation”." Test 23.4 (December, 2014): 680-685. [doi]  [abs]
13. Steorts, RC. "Smoothing, Clustering, and Benchmarking for Small Area Estimation." (October, 2014).  [abs]
14. Broderick, T; Steorts, RC. "Variational Bayes for Merging Noisy Databases." (October, 2014). [1410.4792v1]  [abs]
15. Steorts, RC; Ugarte, MD. "Discussion of "Single and Two-Stage Cross-Sectional and Time Series Benchmarking Procedures for SAE"." (May, 2014).  [abs]
16. Fienberg, SE; Steorts, RC. "Discussion of "Estimating the distribution of dietary consumption patterns"." Statistical Science 29.1 (January, 2014): 95-96. [doi]
17. Steorts, RC; Ventura, SL; Sadinle, M; Fienberg, SE. "A comparison of blocking methods for record linkage." Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics 8744 (January, 2014): 253-268. [doi]  [abs]
18. Steorts, RC; Hall, R; Fienberg, SE. "SMERED: A Bayesian approach to graphical record linkage and de-duplication." Journal of Machine Learning Research 33 (January, 2014): 922-930. [repository]  [abs]
19. Ghosh, M; Steorts, RC. "Two-stage benchmarking as applied to small area estimation." Test 22.4 (November, 2013): 670-687. [doi]  [abs]
20. Pane, MA; Ventura, SL; Steorts, RC; Thomas, AC. "Trouble With The Curve: Improving MLB Pitch Classification." (April, 2013).  [abs]
21. Steorts, R; Ghosh, M. "On Estimation of Mean Squared Errors of Benchmarked Empirical Bayes Estimators." Statistica Sinica (2013). [doi]
22. Datta, GS; Ghosh, M; Steorts, R; Maples, J. "Bayesian benchmarking with applications to small area estimation." Test 20.3 (November, 2011): 574-588. [doi]  [abs]