A. Slavkovic

发表

Algebraic Statistics and Contingency Table Problems: Log-Linear Models, Likelihood Estimation, and Disclosure Limitation

A. Rinaldo, S. Fienberg, A. Dobra, 2009 .

Inference using noisy degrees: Differentially private $\beta$-model and synthetic graphs

Vishesh Karwa, Aleksandra Slavkovic, A. Slavkovic, 2012, 1205.4697.

Fibers of multi-way contingency tables given conditionals: relation to marginals, cell bounds and Markov bases

A. Slavkovic, Sonja Petrović, Xiaotian Zhu, 2014, Annals of the Institute of Statistical Mathematics.

CAUSAL INFERENCE IN TRANSPORTATION SAFETY STUDIES : COMPARISON OF THE POTENTIAL OUTCOMES AND CAUSAL BAYESIAN NETWORKS

A. Slavkovic, Vishesh Karwa, T. Eric, 2009 .

Synthetic two-way contingency tables that preserve conditional frequencies

Aleksandra Slavkovic, A. Slavkovic, Juyoun Lee, 2010 .

Differentially Private Exponential Random Graphs pdf

Aleksandra B. Slavkovic, Vishesh Karwa, Pavel N. Krivitsky, 2014, Privacy in Statistical Databases.

“ Old Wine in New Bottles , ” and Some More New Wine – Stephen Fienberg ’ s Influence on Algebraic Statistics

R. Yoshida, A. Slavkovic, Sonja Petrović, 2019 .

A sample space of kway tables given conditionals and their relations to marginals : Implications for cell bounds and Markov bases

A. Slavkovic, 2009 .

Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates

J. Eaton, S. Gregson, A. Slavkovic, 2017, AIDS.

The Pennsylvania State University The Graduate School Eberly College of Science AN EM BASED TAGGING SNP SELECTION ALGORITHM INCORPORATING GENOTYPING ERRORS A Thesis in Statistics

B. Lindsay, A. Slavkovic, V. Chinchilli, 2014 .

Stephen Elliott Fienberg 1942–2016, Founding Editor of the Annual Review of Statistics and Its Application

N. Reid, A. Carriquiry, A. Slavkovic, 2019, Annual Review of Statistics and Its Application.

The space of compatible full conditionals is a unimodular toric variety

S. Sullivant, A. Slavkovic, 2004, J. Symb. Comput..

Differentially Private Synthetic graphs pdf

Aleksandra B. Slavkovic, Vishesh Karwa, A. Slavkovic, 2012, ArXiv.

Fibers of multi-way contingency tables given conditionals: relation to marginals, cell bounds and Markov bases

A. Slavkovic, Sonja Petrović, Xiaotian Zhu, 2014, 1401.1397.

Synthetic Data via Quantile Regression for Heavy-Tailed and Heteroskedastic Data

Aleksandra B. Slavkovic, Lars Vilhuber, Michelle Pistner, 2018, PSD.

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

Stephen E. Fienberg, Caroline Uhler, Aleksandra B. Slavkovic, 2014, J. Biomed. Informatics.

Privacy-Preserving Data Sharing for Genome-Wide Association Studies

Stephen E. Fienberg, Caroline Uhler, Aleksandra B. Slavkovic, 2012, J. Priv. Confidentiality.

Cell Bounds in k-way Tables Given Conditional Frequencies

Byran J. Smucker, Aleksandra Slavkovic, A. Slavkovic, 2012 .

3 Algebraic geometry of 2 × 2 contingency tables

Stephen E. Fienberg, S. Fienberg, A. Slavkovic, 2009 .

Cell Bounds in Two-Way Contingency Tables Based on Conditional Frequencies

Byran J. Smucker, Aleksandra B. Slavkovic, Byran J. Smucker, 2008, Privacy in Statistical Databases.

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

Stephen E. Fienberg, Aleksandra B. Slavkovic, S. Fienberg, 2004, Privacy in Statistical Databases.

Algebraic and Geometric Methods in Statistics: Algebraic geometry of 2×2 contingency tables

S. E. Fienberg, S. Fienberg, A. Slavkovic, 2009 .

Partial Information Releases for Confidential Contingency Table Entries: Present and Future Research Efforts

Aleksandra Slavkovic, A. Slavkovic, 2010, J. Priv. Confidentiality.

Conditional inference given partial information in contingency tables using Markov bases

Vishesh Karwa, Aleksandra Slavkovic, A. Slavkovic, 2013 .

Privacy Preserving GWAS Data Sharing

Stephen E. Fienberg, Caroline Uhler, Aleksandra B. Slavkovic, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

General and specific utility measures for synthetic data

Joshua Snoke, Chris Dibben, Aleksandra Slavkovic, 2016, 1604.06651.

Statistical learning on emerging economies

A. Slavkovic, Eftychia Solea, Bing Li, 2018 .

Supporting common ground and awareness in emergency management planning: A design research project

Helena M. Mentis, Mary Beth Rosson, John M. Carroll, 2011, TCHI.

Supporting content and process common ground in computer-supported teamwork

Helena M. Mentis, Mary Beth Rosson, John M. Carroll, 2009, CHI.

Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA

Matthew Reimherr, Aleksandra B. Slavkovic, Jordan Awan, 2019, ICML.

pMSE Mechanism: Differentially Private Synthetic Data with Maximal Distributional Similarity

Joshua Snoke, Aleksandra B. Slavkovic, Joshua Snoke, 2018, PSD.

Differentially Private Uniformly Most Powerful Tests for Binomial Data

Aleksandra B. Slavkovic, Jordan Awan, A. Slavkovic, 2018, NeurIPS.

Differential Privacy for Clinical Trial Data: Preliminary Evaluations

Aleksandra B. Slavkovic, Duy Vu, A. Slavkovic, 2009, 2009 IEEE International Conference on Data Mining Workshops.

Differentially Private Inference for Binomial Data pdf

Aleksandra B. Slavkovic, Jordan Awan, A. Slavkovic, 2019, J. Priv. Confidentiality.

Ten Simple Rules for the Care and Feeding of Scientific Data

Paul T. Groth, Yolanda Gil, Aleksandra B. Slavkovic, 2014, PLoS Comput. Biol..

Using a large projection screen as an alternative to head-mounted displays for virtual environments

Jennifer Ann Rode, Aleksandra B. Slavkovic, Emilee J. Rader, 2000, CHI.

Sharing social network data: differentially private estimation of exponential family random‐graph models pdf

Aleksandra B. Slavkovic, Vishesh Karwa, Pavel N. Krivitsky, 2015, ArXiv.

A Privacy Preserving Algorithm to Release Sparse High-dimensional Histograms

Vishesh Karwa, Rebecca C. Steorts, Bai Li, 2018, J. Priv. Confidentiality.

Providing accurate models across private partitioned data: Secure maximum likelihood estimation

Joshua Snoke, Timothy R. Brick, Timothy R. Brick, 2017, The Annals of Applied Statistics.

Accurate Estimation of Structural Equation Models with Remote Partitioned Data

Joshua Snoke, Aleksandra B. Slavkovic, Timothy R. Brick, 2016, PSD.

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

Stephen E. Fienberg, Aleksandra B. Slavkovic, William J. Fulp, 2006, Privacy in Statistical Databases.

Structure and Sensitivity in Differential Privacy: Comparing K-Norm Mechanisms

Aleksandra Slavkovic, Jordan Awan, A. Slavkovic, 2018, Journal of the American Statistical Association.

Private Posterior distributions from Variational approximations pdf

Aleksandra B. Slavkovic, Vishesh Karwa, Dan Kifer, 2015, ArXiv.

Differentially private model selection with penalized and constrained likelihood

Jing Lei, Adam Smith, Aleksandra Slavkovic, 2016, 1607.04204.

Making the Release of Confidential Data from Multi-Way Tables Count

Stephen E. Fienberg, Aleksandra Slavkovic, S. Fienberg, 2004 .

"Secure" Logistic Regression of Horizontally and Vertically Partitioned Distributed Databases

Aleksandra B. Slavkovic, Yuval Nardi, Matthew M. Tibbits, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

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

Stephen E. Fienberg, Aleksandra B. Slavkovic, S. Fienberg, 2005, Data Mining and Knowledge Discovery.

Differentially Private Graphical Degree Sequences and Synthetic Graphs

Aleksandra B. Slavkovic, Vishesh Karwa, A. Slavkovic, 2012, Privacy in Statistical Databases.

Ten Simple Rules for the Care and Feeding of Scientific Data

C. Borgman, A. Mahabal, Paul Groth, 2014, PLoS Comput. Biol..

Private Posterior Inference Consistent with Public Information: A Case Study in Small Area Estimation from Synthetic Census Data

Matthew Reimherr, Aleksandra B. Slavkovic, Jeremy Seeman, 2020, PSD.

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

Stephen E. Fienberg, Aleksandra B. Slavkovic, S. Fienberg, 2008, Privacy-Preserving Data Mining.

Algebraic Statistics

A. Slavkovic, Sonja Petrović, 2011, International Encyclopedia of Statistical Science.

Consistency of Privacy-Preserving Spectral Clustering under the Stochastic Block Model pdf

Aleksandra Slavkovic, Xiaoyue Niu, Jonathan Hehir, 2021, ArXiv.

Evaluating Polygraph Data

Aleksandra Slavkovic, A. Slavkovic, 2002 .

Automated Scoring of Polygraph Data

Aleksandra Slavkovic, H. Bozdogan, A. Slavkovic, 2022 .

Research Online Research Online Sharing social network data: differentially private estimation of exponential Sharing social network data: differentially private estimation of exponential family random-graph models family random-graph models

P. Krivitsky, A. Slavkovic, Vishesh Karwa, 2020 .