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Aleksandra B. Slavkovic, Ph.D. - Publications

Affiliations: 
2004 Carnegie Mellon University, Pittsburgh, PA 
Area:
Statistics
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24 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Her Q, Kent T, Samizo Y, Slavkovic A, Vilk Y, Toh S. Automatable Distributed Regression Analysis of Vertically Partitioned Data Facilitated by PopMedNet: Feasibility and Enhancement Study. Jmir Medical Informatics. 9: e21459. PMID 33890866 DOI: 10.2196/21459  0.354
2020 Awan J, Slavković A. Structure and Sensitivity in Differential Privacy: Comparing K-Norm Mechanisms Journal of the American Statistical Association. 1-20. DOI: 10.1080/01621459.2020.1773831  0.409
2018 Snoke J, Brick TR, Slavković A, Hunter MD. Providing accurate models across private partitioned data: Secure maximum likelihood estimation The Annals of Applied Statistics. 12: 877-914. DOI: 10.1214/18-Aoas1171  0.347
2018 Snoke J, Raab GM, Nowok B, Dibben C, Slavkovic A. General and specific utility measures for synthetic data Journal of the Royal Statistical Society Series a-Statistics in Society. 181: 663-688. DOI: 10.1111/Rssa.12358  0.431
2018 Solea E, Li B, Slavkovic AB. Statistical learning on emerging economies Journal of Applied Statistics. 45: 487-507. DOI: 10.1080/02664763.2017.1280452  0.345
2017 Lei J, Charest A, Slavkovic A, Smith A, Fienberg S. Differentially private model selection with penalized and constrained likelihood Journal of the Royal Statistical Society: Series a (Statistics in Society). 181: 609-633. DOI: 10.1111/Rssa.12324  0.55
2016 Karwa V, Slavković A. Inference using noisy degrees: Differentially private $\beta$-model and synthetic graphs Annals of Statistics. 44: 87-112. DOI: 10.1214/15-Aos1358  0.344
2016 Karwa V, Krivitsky PN, Slavković AB. Sharing social network data: differentially private estimation of exponential family random-graph models Journal of the Royal Statistical Society: Series C (Applied Statistics). 66: 481-500. DOI: 10.1111/Rssc.12185  0.381
2015 Slavković AB, Zhu X, Petrović S. Fibers of multi-way contingency tables given conditionals: relation to marginals, cell bounds and Markov bases Annals of the Institute of Statistical Mathematics. 67: 621-648. DOI: 10.1007/S10463-014-0471-Z  0.314
2014 Goodman A, Pepe A, Blocker AW, Borgman CL, Cranmer K, Crosas M, Di Stefano R, Gil Y, Groth P, Hedstrom M, Hogg DW, Kashyap V, Mahabal A, Siemiginowska A, Slavkovic A. Ten Simple Rules for the Care and Feeding of Scientific Data Plos Computational Biology. 10. PMID 24763340 DOI: 10.1371/Journal.Pcbi.1003542  0.356
2014 Yu F, Fienberg SE, Slavković AB, Uhler C. Scalable privacy-preserving data sharing methodology for genome-wide association studies. Journal of Biomedical Informatics. 50: 133-41. PMID 24509073 DOI: 10.1016/J.Jbi.2014.01.008  0.597
2013 Uhlerop C, Slavković A, Fienberg SE. Privacy-Preserving Data Sharing for Genome-Wide Association Studies. The Journal of Privacy and Confidentiality. 5: 137-166. PMID 26525346  0.473
2013 Slavkovic A. Steve the Matchmaker: The Marriage of Statistics and Computer Science in the World of Data Privacy Chance. 26: 4-7. DOI: 10.1080/09332480.2013.868745  0.43
2013 Karwa V, Slavkovic A. Conditional inference given partial information in contingency tables using Markov bases Wiley Interdisciplinary Reviews: Computational Statistics. 5: 207-218. DOI: 10.1002/Wics.1256  0.344
2012 Slavkovic A, Reiter J. O Privacy, Where Art Thou?: Statistical Disclosure Limitation Research and Practice: Fascinating and Growing Areas of Importance Chance. 25: 34-37. DOI: 10.1080/09332480.2012.668465  0.311
2011 Karwa V, Slavković AB, Donnell ET. Causal inference in transportation safety studies: Comparison of potential outcomes and causal diagrams The Annals of Applied Statistics. 5: 1428-1455. DOI: 10.1214/10-Aoas440  0.348
2011 Slavkovic A, Kinney S, Karr A. O privacy, where art thou?: Research access to restricted-use data Chance. 24: 41-45. DOI: 10.1080/09332480.2011.10739886  0.369
2011 Slavkovic A, Fienberg SE. O Privacy, Where Art Thou? Chance. 24: 6-9. DOI: 10.1080/09332480.2011.10739857  0.565
2010 Slavković AB, Lee J. Synthetic two-way contingency tables that preserve conditional frequencies Statistical Methodology. 7: 225-239. DOI: 10.1016/J.Stamet.2009.11.002  0.475
2009 Fienberg SE, Nardi Y, Slavković AB. Valid statistical analysis for logistic regression with multiple sources Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5661: 82-94. DOI: 10.1007/978-3-642-10233-2_8  0.584
2006 Fienberg SE, Fulp WJ, Slavkovic AB, Wrobel TA. “Secure” Log-Linear and logistic regression analysis of distributed databases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4302: 277-290.  0.551
2005 Fienberg SE, Slavkovic AB. Preserving the confidentiality of categorical statistical data bases when releasing information for association rules Data Mining and Knowledge Discovery. 11: 155-180. DOI: 10.1007/S10618-005-0010-X  0.591
2004 Fienberg SE, Slavkovic AB. Making the Release of Confidential Data from Multi-Way Tables Count Chance. 17: 5-10. DOI: 10.1080/09332480.2004.10554906  0.549
2004 Slavkovic AB, Fienberg SE. Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3050: 30-43.  0.48
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