In the News
Research Keywords
These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.
Recent Publications
Statistical Data Privacy: A Song of Privacy and Utility
Slavković, A. & Seeman, J., Mar 10 2023, In: Annual Review of Statistics and Its Application. 10, p. 189-218 30 p.Research output: Contribution to journal › Review article › peer-review
CONSISTENT SPECTRAL CLUSTERING OF NETWORK BLOCK MODELS UNDER LOCAL DIFFERENTIAL PRIVACY
Hehir, J., Slavković, A. & Niu, X., 2022, In: Journal of Privacy and Confidentiality. 12, 2, p. 1-22 22 p.Research output: Contribution to journal › Article › peer-review
A LATENT CLASS MODELING APPROACH FOR GENERATING SYNTHETIC DATA AND MAKING POSTERIOR INFERENCES FROM DIFFERENTIALLY PRIVATE COUNTS
Nixon, M. P., Barrientos, A. F., Reiter, J. P. & Slavkovic, A., Jul 29 2022, In: Journal of Privacy and Confidentiality. 12, 1Research output: Contribution to journal › Article › peer-review
Structure and Sensitivity in Differential Privacy: Comparing K-Norm Mechanisms
Awan, J. & Slavković, A., 2021, In: Journal of the American Statistical Association. 116, 534, p. 935-954 20 p.Research output: Contribution to journal › Article › peer-review
Automatable distributed regression analysis of vertically partitioned data facilitated by PopMedNet: Feasibility and enhancement study
Her, Q., Kent, T., Samizo, Y., Slavkovic, A., Vilk, Y. & Toh, S., Apr 2021, In: JMIR Medical Informatics. 9, 4, e21459.Research output: Contribution to journal › Article › peer-review
Differentially private inference for binomial data
Awan, J. & Slavković, A., 2020, In: Journal of Privacy and Confidentiality. 10, 1, p. 1-40 40 p.Research output: Contribution to journal › Article › peer-review
Stephen elliott fienberg 1942-2016, founding editor of the annual review of statistics and its application
Carriquiry, A. L., Reid, N. & Slavković, A. B., Mar 7 2019, In: Annual Review of Statistics and Its Application. 6, p. 1-18 18 p.Research output: Contribution to journal › Review article › peer-review
Differentially private uniformly most powerful tests for binomial data
Awan, J. & Slavković, A., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 4208-4218 11 p.Research output: Contribution to journal › Conference article › peer-review
Differentially private model selection with penalized and constrained likelihood
Lei, J., Charest, A. S., Slavkovic, A., Smith, A. & Fienberg, S., Jun 2018, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 181, 3, p. 609-633 25 p.Research output: Contribution to journal › Article › peer-review
General and specific utility measures for synthetic data
Snoke, J., Raab, G. M., Nowok, B., Dibben, C. & Slavkovic, A., Jun 2018, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 181, 3, p. 663-688 26 p.Research output: Contribution to journal › Article › peer-review
Providing accurate models across private partitioned data: Secure maximum likelihood estimation
Snoke, J., Brick, T. R., Slavković, A. & Hunte, M. D., Jun 2018, In: Annals of Applied Statistics. 12, 2, p. 877-914 38 p.Research output: Contribution to journal › Article › peer-review
Statistical learning on emerging economies
Solea, E., Li, B. & Slavković, A., Feb 17 2018, In: Journal of Applied Statistics. 45, 3, p. 487-507 21 p.Research output: Contribution to journal › Article › peer-review
Sharing social network data: differentially private estimation of exponential family random-graph models
Karwa, V., Krivitsky, P. N. & Slavković, A. B., Apr 1 2017, In: Journal of the Royal Statistical Society. Series C: Applied Statistics. 66, 3, p. 481-500 20 p.Research output: Contribution to journal › Article › peer-review
Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates
Sheng, B., Marsh, K., Slavkovic, A. B., Gregson, S., Eaton, J. W. & Bao, L., Apr 1 2017, In: AIDS. 31, p. S87-S94Research output: Contribution to journal › Article › peer-review
Inference using noisy degrees: Differentially private β-model and synthetic graphs
Karwa, V. & Slavković, A., Feb 1 2016, In: Annals of Statistics. 44, 1, p. 87-112 26 p.Research output: Contribution to journal › Article › peer-review