Search Results - "Slavkovic, B."

Scalable privacy-preserving data sharing methodology for genome-wide association studies by Yu, Fei, Fienberg, Stephen E., Slavković, Aleksandra B., Uhler, Caroline

“…[Display omitted] •We apply differentially privacy to real human GWAS data.•We propose methods to release aggregate GWAS data without comprimising privacy.•The…”
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Sharing social network data: differentially private estimation of exponential family random-graph models by Karwa, Vishesh, Krivitsky, Pavel N., Slavković, Aleksandra B.

“…Motivated by a real life problem of sharing social network data that contain sensitive personal information, we propose a novel approach to release and analyse…”
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Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates by Sheng, Ben, Marsh, Kimberly, Slavkovic, Aleksandra B, Gregson, Simon, Eaton, Jeffrey W, Bao, Le

“…HIV prevalence data collected from routine HIV testing of pregnant women at antenatal clinics (ANC-RT) are potentially available from all facilities that offer…”
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Preserving the Confidentiality of Categorical Statistical Data Bases When Releasing Information for Association Rules by Fienberg, Stephen E., Slavkovic, Aleksandra B.

“…In the statistical literature, there has been considerable development of methods of data releases for multivariate categorical data sets, where the releases…”
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Special Issue on Statistical and Learning-Theoretic Challenges in Data Privacy by Slavkovic, Aleksandra B., Smith, Adam

“…This special issue presents papers based on talks from a workshop on "Statistical and Learning-Theoretic Challenges in Data Privacy" held at UCLA's Institute…”
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Partial Information Releases for Confidential Contingency Table Entries: Present and Future Research Efforts by Slavkovic, Aleksandra B.

“…Tabular data have been a staple product for disseminating information derived from the confidential microdata that fuel social science research and inform…”
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Stephen Elliott Fienberg 1942-2016, Founding Editor of the Annual Review of Statistics and Its Application by Carriquiry, Alicia L, Reid, Nancy, Slavkovi, Aleksandra B

“…Stephen Elliott Fienberg was the founding editor of the Annual Review of Statistics and Its Application . Steve had an outsized personality and a passion for…”
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Membranoproliferative glomerulonephritis in two siblings : report and literature review by BOGDANOVIC, R. M, DIMITRIJEVIC, J. Z, NIKOLIC, V. N, OGNJANOVIC, M. V, RODIC, B. D, SLAVKOVIC, B. V

“…There is evidence of a genetic basis in some cases of idiopathic membranoproliferative glomerulonephritis (MPGN) types I and III, particularly those occurring…”
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CAUSAL INFERENCE IN TRANSPORTATION SAFETY STUDIES: COMPARISON OF POTENTIAL OUTCOMES AND CAUSAL DIAGRAMS by Karwa, Vishesh, Slavković, Aleksandra B., Donnell, Eric T.

“…The research questions that motivate transportation safety studies are causal in nature. Safety researchers typically use observational data to answer such…”
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Privacy-Preserving Data Sharing for Genome-Wide Association Studies by Uhlerop, Caroline, Slavković, Aleksandra, Fienberg, Stephen E

“…Traditional statistical methods for confidentiality protection of statistical databases do not scale well to deal with GWAS databases especially in terms of…”
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Systematical approach in evaluation of LC method for determination of raloxifene hydrochloride and its impurities employing experimental design by B. Jan Stojanovi T. Raki B. Slavkovi N. Kosti A. Vemi A. Malenovie

“…Method validation presents a detailed investigation of analytical method and provision of the evidence that the method, when correctly applied, produces…”
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Program for TPDP 2016 by Barthe, Gilles, Dimitrakakis, Christos, Gaboardi, Marco, Haeberlen, Andreas, Roth, Aaron, Slavković, Aleksandra B

“…The Theory and Practice of Differential Privacy workshop (TPDP 2016) was held in New York City, NY, USA on 23 June 2016 as part of ICML 2016. This is the…”
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The space of compatible full conditionals is a unimodular toric variety by Slavkovic, Aleksandra B., Sullivant, Seth

“…The set of all m -tuples of compatible full conditional distributions on discrete random variables is an algebraic set whose defining ideal is a unimodular…”
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Idiopathic CD4+ lymphocytopenia and juvenile laryngeal papillomatosis by Pasic, Srdjan, Minic, Predrag, Dzudovic, Slobodan, Minic, Aleksandra, Slavkovic, Bojana

“…We report on an association of idiopathic CD4+ lymphocytopenia (ICL) and juvenile laryngeal papillomatosis (JLP) in a pediatric‐aged patient. Because of a past…”
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History of treatment and long-term outcome in children with acute lymphoblastic leukaemia in Serbia by Micic, D., Slavkovic, B., Rasovic Gvozdenovic, N., Kuzmanovic, M., Dokmanovic, L., Krstovski, N., Skoric, D., Konstantinidis, N., Kostic, G., Predojevic, J., Janic, D.

“…Summary We present the results of a retrospective study of ALL treatment from 1995 to 2002 according to the modified SR arm of ALL BFM 90 protocol in Serbia…”
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Long-term follow-up and prognosis of chronic granulomatous disease in yugoslavia: Is there a role for early bone marrow transplantation? by PASIC, Srdjan, MINIC, Aleksandra, MINIC, Predrag, VELJKOVIC, Dobrila, LILIC, Desa, SLAVKOVIC, Bojana, PEJNOVIC, Nada, ABINUN, Mario

“…We report the long-term follow-up of 12 pediatric-aged patients with chronic granulomatous disease (CGD). The mean age at the onset of infections was 5 months…”
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Synthetic two-way contingency tables that preserve conditional frequencies by Slavković, Aleksandra B., Lee, Juyoun

“…In the area of statistical limitation, releasing synthetic data sets has become a popular method for limiting the risks of disclosure of sensitive information…”
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Statistical disclosure limitation beyond the margins: Characterization of joint distributions for contingency tables by Slavkovic, Aleksandra B

“…Statistical disclosure limitation applies statistical tools to the problem of limiting releases of sensitive information about individuals and groups that are…”
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"Secure" Logistic Regression of Horizontally and Vertically Partitioned Distributed Databases by Slavkovic, Aleksandra B., Nardi, Yuval, Tibbits, Matthew M.

“…Privacy-preserving data mining (PPDM) techniques aim to construct efficient data mining algorithms while main- taining privacy. Statistical disclosure…”
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Privacy-Preserving Data Sharing for Genome-Wide Association Studies by Uhler, Caroline, Slavkovic, Aleksandra B, Fienberg, Stephen E

“…Traditional statistical methods for confidentiality protection of statistical databases do not scale well to deal with GWAS (genome-wide association studies)…”
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