Stephen E. Fienberg

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Matrix Masking.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2016

Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle.

[BibT_eX]

[DOI]

Jing Lei

J. Mach. Learn. Res., 2016

A Minimax Theory for Adaptive Data Analysis.

[BibT_eX]

[DOI]

Jing Lei

CoRR, 2016

On-Average KL-Privacy and Its Equivalence to Generalization for Max-Entropy Mechanisms.

[BibT_eX]

[DOI]

Jing Lei

Proceedings of the Privacy in Statistical Databases, 2016

Test time feature ordering with FOCUS: interactive predictions with minimal user burden.

[BibT_eX]

[DOI]

Kirstin Early

Jennifer Mankoff

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Cost-Effective Feature Selection and Ordering for Personalized Energy Estimates.

[BibT_eX]

[DOI]

Kirstin Early

Jennifer Mankoff

Proceedings of the AI for Smart Grids and Smart Buildings, 2016

2015

In This Issue.

[BibT_eX]

[DOI]

J. Priv. Confidentiality, 2015

Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo.

[BibT_eX]

[DOI]

Alexander J. Smola

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Introduction to Mixed Membership Models and Methods.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014

Scalable privacy-preserving data sharing methodology for genome-wide association studies.

[BibT_eX]

[DOI]

Fei Yu

Caroline Uhler

J. Biomed. Informatics, 2014

β models for random hypergraphs with a given degree sequence.

[BibT_eX]

[DOI]

CoRR, 2014

Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases.

[BibT_eX]

[DOI]

Proceedings of the Privacy in Statistical Databases, 2014

A Comparison of Blocking Methods for Record Linkage.

[BibT_eX]

[DOI]

Proceedings of the Privacy in Statistical Databases, 2014

SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication.

[BibT_eX]

[DOI]

Rebecca C. Steorts

Rob Hall

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Privacy-Preserving Data Sharing for Genome-Wide Association Studies.

[BibT_eX]

[DOI]

Caroline Uhler

J. Priv. Confidentiality, 2013

Is the Privacy of Network Data an Oxymoron?

[BibT_eX]

[DOI]

Divyan Munirathnam Konidala

J. Priv. Confidentiality, 2013

Anonymous Authentication of Visitors for Mobile Crowd Sensing at Amusement Parks.

[BibT_eX]

[DOI]

Proceedings of the Information Security Practice and Experience, 2013

2012

Discriminative Topic Modeling Based on Manifold Learning.

[BibT_eX]

[DOI]

Seungil Huh

ACM Trans. Knowl. Discov. Data, 2012

Differential Privacy for Protecting Multi-dimensional Contingency Table Data: Extensions and Applications.

[BibT_eX]

[DOI]

Xiaolin Yang

Alessandro Rinaldo

J. Priv. Confidentiality, 2012

Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources.

[BibT_eX]

[DOI]

Yuval Nardi

Robert J. Hall

J. Priv. Confidentiality, 2012

Privacy-Preserving Data Sharing in High Dimensional Regression and Classification Settings.

[BibT_eX]

[DOI]

J. Priv. Confidentiality, 2012

Valid Statistical Inference on Automatically Matched Files.

[BibT_eX]

[DOI]

Rob Hall

Proceedings of the Privacy in Statistical Databases, 2012

2011

Network Models in Probability and Statistics.

[BibT_eX]

[DOI]

Andrew C. Thomas

Proceedings of the International Encyclopedia of Statistical Science, 2011

Data Privacy and Confidentiality.

[BibT_eX]

[DOI]

Proceedings of the International Encyclopedia of Statistical Science, 2011

Mixed Membership Models.

[BibT_eX]

[DOI]

Elena A. Erosheva

Proceedings of the International Encyclopedia of Statistical Science, 2011

Toward a Reconceptualization of Confidentiality Protection in the Context of Linkages with Administrative Records.

[BibT_eX]

[DOI]

J. Priv. Confidentiality, 2011

Editorial: In This Issue.

[BibT_eX]

[DOI]

J. Priv. Confidentiality, 2011

Maximum Likelihood Estimation in Network Models

[BibT_eX]

[DOI]

Alessandro Rinaldo

Sonja Petrovic

CoRR, 2011

Privacy Preserving GWAS Data Sharing.

[BibT_eX]

[DOI]

Caroline Uhler

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

Save your census.

[BibT_eX]

[DOI]

Kenneth Prewitt

Nat., 2010

The Relevance or Irrelevance of Weights for Confidentiality and Statistical Analyses.

[BibT_eX]

[DOI]

J. Priv. Confidentiality, 2010

Privacy-Preserving Record Linkage.

[BibT_eX]

[DOI]

Rob Hall

Proceedings of the Privacy in Statistical Databases, 2010

Differential Privacy and the Risk-Utility Tradeoff for Multi-dimensional Contingency Tables.

[BibT_eX]

[DOI]

Alessandro Rinaldo

Xiaolin Yang

Proceedings of the Privacy in Statistical Databases, 2010

User Interest and Interaction Structure in Online Forums.

[BibT_eX]

[DOI]

Di Liu

Daniel Percival

Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

2009

Statistical Disclosure Limitation For Data Access.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Matrix Masking.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

A Survey of Statistical Network Models.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2009

2008

A Survey of Statistical Approaches to Preserving Confidentiality of Contingency Table Entries.

[BibT_eX]

[DOI]

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

Mixed Membership Stochastic Blockmodels.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2008

Random orthogonal matrix masking methodology for microdata release.

[BibT_eX]

[DOI]

Daniel Ting

Mario Trottini

Int. J. Inf. Comput. Secur., 2008

Valid Statistical Analysis for Logistic Regression with Multiple Sources.

[BibT_eX]

[DOI]

Yuval Nardi

Proceedings of the Protecting Persons While Protecting the People, 2008

2006

Polyhedral conditions for the nonexistence of the MLE for hierarchical log-linear models.

[BibT_eX]

[DOI]

J. Symb. Comput., 2006

"Secure" Log-Linear and Logistic Regression Analysis of Distributed Databases.

[BibT_eX]

[DOI]

William J. Fulp

Tracey A. Wrobel

Proceedings of the Privacy in Statistical Databases, 2006

Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Statistical Network Analysis: Models, Issues, and New Directions, 2006

2005

Preserving the Confidentiality of Categorical Statistical Data Bases When Releasing Information for Association Rules.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2005

A latent mixed membership model for relational data.

[BibT_eX]

[DOI]

Proceedings of the 3rd international workshop on Link discovery, 2005

2004

Additive noise and multiplicative bias as disclosure limitation techniques for continuous microdata: A simulation study.

[BibT_eX]

[DOI]

J. Comput. Methods Sci. Eng., 2004

Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies.

[BibT_eX]

[DOI]

Proceedings of the Privacy in Statistical Databases: CASC Project International Workshop, 2004

Data Swapping: Variations on a Theme by Dalenius and Reiss.

[BibT_eX]

[DOI]

Julie McIntyre

Proceedings of the Privacy in Statistical Databases: CASC Project International Workshop, 2004

Bayesian Mixed Membership Models for Soft Clustering and Classification.

[BibT_eX]

[DOI]

Elena A. Erosheva

Proceedings of the Classification, 2004

How Large Is the WorldWide Web?

[BibT_eX]

Adrian Dobra

Proceedings of the Web Dynamics - Adapting to Change in Content, Size, Topology and Use, 2004

2003

Adaptive Name Matching in Information Integration.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2003

A Comparison of String Distance Metrics for Name-Matching Tasks.

[BibT_eX]

[DOI]

William W. Cohen

Pradeep Ravikumar

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

2002

Modelling User Uncertainty for Disclosure Risk and Data Utility.

[BibT_eX]

[DOI]

Mario Trottini