Finite Sample Differentially Private Confidence Intervals
暂无分享,去创建一个
[1] John C. Duchi,et al. Privacy and Statistical Risk: Formalisms and Minimax Bounds , 2014, ArXiv.
[2] Martin J. Wainwright,et al. Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation , 2013, NIPS.
[3] Marco Gaboardi,et al. PSI (Ψ): a Private data Sharing Interface , 2016, ArXiv.
[4] Cynthia Dwork,et al. Practical privacy: the SuLQ framework , 2005, PODS.
[5] Thomas Steinke,et al. Between Pure and Approximate Differential Privacy , 2015, J. Priv. Confidentiality.
[6] Ryan M. Rogers,et al. Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing , 2016, ICML 2016.
[7] Yue Wang,et al. Differentially Private Hypothesis Testing, Revisited , 2015, ArXiv.
[8] Stephen E. Fienberg,et al. Differential Privacy and the Risk-Utility Tradeoff for Multi-dimensional Contingency Tables , 2010, Privacy in Statistical Databases.
[9] Larry A. Wasserman,et al. Differential privacy for functions and functional data , 2012, J. Mach. Learn. Res..
[10] Daniel Kifer,et al. A New Class of Private Chi-Square Tests , 2016, ArXiv.
[11] Larry A. Wasserman,et al. Random Differential Privacy , 2011, J. Priv. Confidentiality.
[12] Kunal Talwar,et al. On the geometry of differential privacy , 2009, STOC '10.
[13] Frank McSherry,et al. Probabilistic Inference and Differential Privacy , 2010, NIPS.
[14] B. Bolch,et al. The Teacher's Corner: More on Unbiased Estimation of the Standard Deviation , 1968 .
[15] P. Massart,et al. Adaptive estimation of a quadratic functional by model selection , 2000 .
[16] Cynthia Dwork,et al. Calibrating Noise to Sensitivity in Private Data Analysis , 2006, TCC.
[17] Aleksandra B. Slavkovic,et al. Differentially Private Exponential Random Graphs , 2014, Privacy in Statistical Databases.
[18] Cynthia Dwork,et al. Differential privacy and robust statistics , 2009, STOC '09.
[19] Sofya Raskhodnikova,et al. What Can We Learn Privately? , 2008, 2008 49th Annual IEEE Symposium on Foundations of Computer Science.
[20] Constantinos Daskalakis,et al. Priv'IT: Private and Sample Efficient Identity Testing , 2017, ICML.
[21] P. Bickel. Minimax Estimation of the Mean of a Normal Distribution when the Parameter Space is Restricted , 1981 .
[22] Kobbi Nissim,et al. Differentially Private Release and Learning of Threshold Functions , 2015, 2015 IEEE 56th Annual Symposium on Foundations of Computer Science.
[23] Daniel Kifer,et al. Revisiting Differentially Private Hypothesis Tests for Categorical Data , 2015 .
[24] Aleksandra B. Slavkovic,et al. Differential Privacy for Clinical Trial Data: Preliminary Evaluations , 2009, 2009 IEEE International Conference on Data Mining Workshops.
[25] Andrew P. Soms,et al. An Asymptotic Expansion for the Tail Area of the t -Distribution , 1976 .
[26] L. Wasserman,et al. A Statistical Framework for Differential Privacy , 2008, 0811.2501.
[27] Or Sheffet,et al. Differentially Private Ordinary Least Squares , 2015, ICML.
[28] A. Dasgupta. Asymptotic Theory of Statistics and Probability , 2008 .
[29] Aleksandra B. Slavkovic,et al. Differentially Private Graphical Degree Sequences and Synthetic Graphs , 2012, Privacy in Statistical Databases.
[30] Martin J. Wainwright,et al. Local privacy and statistical minimax rates , 2013, 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).
[31] G. Casella,et al. Estimating a Bounded Normal Mean , 1981 .
[32] Vishesh Karwa,et al. Finite Sample Differentially Private Confidence Intervals ( Extended Abstract ) ∗ , 2017 .
[33] Amos Beimel,et al. Bounds on the Sample Complexity for Private Learning and Private Data Release , 2010, TCC.
[34] Somesh Jha,et al. Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin Dosing , 2014, USENIX Security Symposium.
[35] P. Stark,et al. Minimax expected measure confidence sets for restricted location parameters , 2005 .
[36] Eftychia Solea,et al. Differentially Private Hypothesis Testing For Normal Random Variables. , 2014 .
[37] Larry Wasserman. Minimaxity, Statistical Thinking and Differential Privacy , 2012, J. Priv. Confidentiality.
[38] Adam D. Smith,et al. Privacy-preserving statistical estimation with optimal convergence rates , 2011, STOC '11.
[39] John W. Pratt,et al. Shorter Confidence Intervals for the Mean of a Normal Distribution with Known Variance , 1963 .
[40] Kobbi Nissim,et al. Simultaneous Private Learning of Multiple Concepts , 2015, ITCS.
[41] Stephen E. Fienberg,et al. Testing Statistical Hypotheses , 2005 .
[42] Ashwin Machanavajjhala,et al. Principled Evaluation of Differentially Private Algorithms using DPBench , 2015, SIGMOD Conference.
[43] Aleksandra B. Slavkovic,et al. Private Posterior distributions from Variational approximations , 2015, ArXiv.