| 2016 | AAAI | Cost-Effective Feature Selection and Ordering for Personalized Energy Estimates. | Kirstin Early, Stephen E. Fienberg, Jennifer Mankoff |
| 2016 | PSD | On-Average KL-Privacy and Its Equivalence to Generalization for Max-Entropy Mechanisms. | Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg |
| 2015 | ICML | Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo. | Yu-Xiang Wang, Stephen E. Fienberg, Alexander J. Smola |
| 2014 | AISTATS | SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication. | Rebecca C. Steorts, Rob Hall, Stephen E. Fienberg |
| 2014 | PSD | A Comparison of Blocking Methods for Record Linkage. | Rebecca C. Steorts, Samuel L. Ventura, Mauricio Sadinle, Stephen E. Fienberg |
| 2014 | PSD | Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases. | Fei Yu, Michal Rybr, Caroline Uhler, Stephen E. Fienberg |
| 2013 | ISPEC | Anonymous Authentication of Visitors for Mobile Crowd Sensing at Amusement Parks. | Divyan Munirathnam Konidala, Robert H. Deng, Yingjiu Li, Hoong Chuin Lau, Stephen E. Fienberg |
| 2012 | PSD | Valid Statistical Inference on Automatically Matched Files. | Rob Hall, Stephen E. Fienberg |
| 2011 | ICDM | Privacy Preserving GWAS Data Sharing. | Stephen E. Fienberg, Aleksandra B. Slavkovic, Caroline Uhler |
| 2010 | ICWSM | User Interest and Interaction Structure in Online Forums. | Di Liu, Daniel Percival, Stephen E. Fienberg |
| 2010 | KDD | Discriminative topic modeling based on manifold learning. | Seungil Huh, Stephen E. Fienberg |
| 2010 | PSD | Differential Privacy and the Risk-Utility Tradeoff for Multi-dimensional Contingency Tables. | Stephen E. Fienberg, Alessandro Rinaldo, Xiaolin Yang |
| 2010 | PSD | Privacy-Preserving Record Linkage. | Rob Hall, Stephen E. Fienberg |
| 2006 | ICML | Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis. | Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing |
| 2006 | PSD | "Secure" Log-Linear and Logistic Regression Analysis of Distributed Databases. | Stephen E. Fienberg, William J. Fulp, Aleksandra B. Slavkovic, Tracey A. Wrobel |
| 2005 | KDD | A latent mixed membership model for relational data. | Edoardo M. Airoldi, David M. Blei, Eric P. Xing, Stephen E. Fienberg |
| 2004 | PSD | Data Swapping: Variations on a Theme by Dalenius and Reiss. | Stephen E. Fienberg, Julie McIntyre |
| 2004 | PSD | Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies. | Aleksandra B. Slavkovic, Stephen E. Fienberg |
| 2003 | IJCAI | A Comparison of String Distance Metrics for Name-Matching Tasks. | William W. Cohen, Pradeep Ravikumar, Stephen E. Fienberg |