Aleksandra Slavković
- Privacy-Preserving Data Sharing for Genome-Wide Association Studies
2012/05/03 by Caroline Uhler, Uhler, Caroline, Aleksandra Slavković +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #62F03 #68P25 #92D20 #Cryptography and Security (cs.CR) #Epigenetics and DNA Methylation #Ethics in Clinical Research #FOS: Computer and information sciences #Methodology (stat.ME) #Privacy-Preserving Technologies in Data
- Sharing Social Network Data: Differentially Private Estimation of\n Exponential-Family Random Graph Models
2015/11/09 by Vishesh Karwa, Pavel N. Krivitsky, Karwa, Vishesh +3 · 3 citations
Computer Science · Psychology · Social Sciences · #Privacy-Preserving Technologies in Data #LGBTQ Health, Identity, and Policy #Human Mobility and Location-Based Analysis
- Differentially Private Uniformly Most Powerful Tests for Binomial Data
2018/05/23 by Jordan Awan, Aleksandra Slavković, Awan, Jordan +1 · 3 citations
Computer Science · Decision Sciences · #Cryptography and Data Security #FOS: Mathematics #Privacy-Preserving Technologies in Data #Probability and Risk Models #Statistics Theory (math.ST)
- Private Posterior distributions from Variational approximations
2015/11/24 by Vishesh Karwa, Karwa, Vishesh, Daniel Kifer +3 · 3 citations
Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Stochastic Gradient Optimization Techniques
- Differentially Private Model Selection with Penalized and Constrained Likelihood
2016/07/14 by Jing Lei, Anne-Sophie Charest, Lei, Jing +7 · 2 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Methodology (stat.ME) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
- The space of compatible full conditionals is a unimodular toric variety
2004/05/04 by Aleksandra Slavković, Seth Sullivant, Slavkovic, Aleksandra B +1 · 1 citation
Computer Science · Mathematics · #Advanced Combinatorial Mathematics #Algebraic Geometry (math.AG) #Combinatorics (math.CO) #Commutative Algebra and Its Applications #FOS: Mathematics #Polynomial and algebraic computation #Statistics Theory (math.ST)
- Fibers of multi-way contingency tables given conditionals: relation to marginals, cell bounds and Markov bases
2014/01/07 by Aleksandra Slavković, Slavković, Aleksandra B., Xiaotian Zhu +3 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Mathematics #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
- Structure and Sensitivity in Differential Privacy: Comparing K-Norm\n Mechanisms
2018/01/28 by Jordan Awan, Awan, Jordan, Aleksandra Slavković +1 · 2 citations
Computer Science · Mathematics · #62J05 #62J07 #62J12 #68W20 #Advanced Causal Inference Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Methodology (stat.ME) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
- Differentially Private Synthetic Heavy-tailed Data
2023/09/05 by Tran Tran, Tran, Tran, Matthew Reimherr +3 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference
- Assessing Utility of Differential Privacy for RCTs
2023/09/26 by Webb, Kaitlyn R., Mukherjee, Soumya, Soumya Mukherjee +6 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #Cryptography and Security (cs.CR) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods and Bayesian Inference