Sotabase

Career

· University Professor of Statistics and Social Science, Carnegie Mellon University2019–
· Ph.D. in Statistics, Harvard University1965–1968
· Master of Arts in Statistics, Harvard University1964–1965
· Bachelor of Science in Mathematics and Statistics, University of Toronto1960–1964
· Faculty Member, University of Chicago
· Faculty Member, University of Minnesota

Publications (100)

Current Population Survey
2012
1,310
cited
Accuracy and reliability of forensic latent fingerprint decisions
Proceedings of the National Academy of Sciences of the United States of America · 2011
337
cited
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo
International Conference on Machine Learning · 2015
251
cited
Privacy-Preserving Data Sharing for Genome-Wide Association Studies
Journal of Privacy and Confidentiality · 2012
159
cited
A Bayesian Approach to Graphical Record Linkage and Deduplication
International Conference on Artificial Intelligence and Statistics · 2013
152
cited
Cohort Analysis in Social Research: Beyond the Identification Problem
2011
150
cited
A Brief History of Statistical Models for Network Analysis and Open Challenges
2012
148
cited
Scalable privacy-preserving data sharing methodology for genome-wide association studies
Journal of Biomedical Informatics · 2014
144
cited
A Comparison of Blocking Methods for Record Linkage
Privacy in Statistical Databases · 2014
143
cited
Secure multiple linear regression based on homomorphic encryption
2011
143
cited
What Is Statistics
2014
143
cited
Self-correction in science at work
Science · 2015
122
cited
Discussion on the paper by Spiegelhalter, Sherlaw-Johnson, Bardsley, Blunt, Wood and Grigg
2012
118
cited
Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle
Journal of machine learning research · 2015
103
cited
Privacy Preserving GWAS Data Sharing
2011 IEEE 11th International Conference on Data Mining Workshops · 2011
99
cited
A Generalized Fellegi–Sunter Framework for Multiple Record Linkage With Application to Homicide Record Systems
2012
95
cited
Maximum Likelihood Estimation in Log-Linear Models: Theory and Algorithms
2011
81
cited
Handbook of Mixed Membership Models and Their Applications
2014
62
cited
Maximum lilkelihood estimation in the $\beta$-model
2011
62
cited
Cohort Analysis’ Unholy Quest: A Discussion
Demography · 2013
56
cited
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Stephen Fienberg | Researcher Profile | Sotabase | Sotabase