| A Minimax Theory for Adaptive Data Analysis. | 5 | 0.45 | 2016 |
| Cost-Effective Feature Selection and Ordering for Personalized Energy Estimates. | 0 | 0.34 | 2016 |
| Test time feature ordering with FOCUS: interactive predictions with minimal user burden. | 5 | 0.40 | 2016 |
| On-Average Kl-Privacy And Its Equivalence To Generalization For Max-Entropy Mechanisms | 8 | 0.65 | 2016 |
| Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo. | 36 | 1.11 | 2015 |
| Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle. | 16 | 0.77 | 2015 |
| Scalable privacy-preserving data sharing methodology for genome-wide association studies. | 38 | 1.44 | 2014 |
| {SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication} | 3 | 0.46 | 2014 |
| $β$ models for random hypergraphs with a given degree sequence. | 0 | 0.34 | 2014 |
| Anonymous Authentication of Visitors for Mobile Crowd Sensing at Amusement Parks. | 2 | 0.35 | 2013 |
| Is the Privacy of Network Data an Oxymoron? | 2 | 0.37 | 2013 |
| Privacy-Preserving Data Sharing in High Dimensional Regression and Classification Settings | 1 | 0.35 | 2012 |
| Privacy-Preserving Data Sharing for Genome-Wide Association Studies | 36 | 1.56 | 2012 |
| Differential Privacy for Protecting Multi-dimensional Contingency Table Data: Extensions and Applications | 2 | 0.44 | 2012 |
| Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources | 3 | 0.42 | 2012 |
| Toward a Reconceptualization of Confidentiality Protection in the Context of Linkages with Administrative Records | 1 | 0.35 | 2011 |
| Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources | 9 | 0.56 | 2011 |
| Maximum Likelihood Estimation in Network Models | 3 | 0.70 | 2011 |
| Privacy Preserving GWAS Data Sharing | 29 | 1.52 | 2011 |
| Privacy-Preserving Record Linkage | 22 | 0.86 | 2010 |
| Differential privacy and the risk-utility tradeoff for multi-dimensional contingency tables | 25 | 1.60 | 2010 |
| The Relevance or Irrelevance of Weights for Confidentiality and Statistical Analyses | 0 | 0.34 | 2010 |
| Discriminative topic modeling based on manifold learning | 19 | 0.86 | 2010 |
| Save your census | 1 | 0.39 | 2010 |
| User Interest and Interaction Structure in Online Forums | 4 | 0.54 | 2010 |
| A Survey of Statistical Network Models | 180 | 8.30 | 2009 |
| Mixed Membership Stochastic Blockmodels | 213 | 14.09 | 2008 |
| Random orthogonal matrix masking methodology for microdata release. | 5 | 0.48 | 2008 |
| Valid Statistical Analysis for Logistic Regression with Multiple Sources | 12 | 0.72 | 2008 |
| Combining stochastic block models and mixed membership for statistical network analysis | 1 | 0.36 | 2006 |
| Polyhedral conditions for the nonexistence of the MLE for hierarchical log-linear models | 3 | 0.57 | 2006 |
| “Secure” log-linear and logistic regression analysis of distributed databases | 12 | 0.75 | 2006 |
| A latent mixed membership model for relational data | 16 | 3.94 | 2005 |
| Preserving the Confidentiality of Categorical Statistical Data Bases When Releasing Information for Association Rules* | 15 | 1.18 | 2005 |
| Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies | 15 | 2.49 | 2004 |
| Data swapping: Variations on a theme by Dalenius and Reiss | 27 | 2.43 | 2004 |
| Bayesian Mixed Membership Models for Soft Clustering and Classification | 10 | 1.32 | 2004 |
| A Comparison of String Distance Metrics for Name-Matching Tasks | 679 | 35.20 | 2003 |
| Software systems for tabular data releases | 10 | 2.61 | 2002 |
| Modelling user uncertainty for disclosure risk and data utility | 9 | 1.64 | 2002 |
