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Exponential mechanism
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#	Item
31	Answering Numeric Queries The Laplace Distribution: Lap(𝑏) is the probability distribution with p.d.f.: 1 \|𝑥\| 𝑝 𝑥 𝑏) = Add to Reading List Source URL: www.cis.upenn.edu Language: English - Date: 2011-09-15 20:36:38 Laplace distribution Differential privacy Exponential mechanism Pierre-Simon Laplace Exponential distribution Data privacy Mathematical analysis Probability
32	Calibrating Data to Sensitivity in Private Data Analysis A Platform for Differentially-Private Analysis of Weighted Datasets Davide Proserpio Sharon Goldberg Add to Reading List Source URL: www.vldb.org Language: English - Date: 2014-03-05 13:31:20 Data privacy Differential privacy Graph Directed graph Matching Planar graphs Exponential mechanism Graph theory Mathematics Theoretical computer science
33	Practical Differential Privacy via Grouping and Smoothing Georgios Kellaris Stavros Papadopoulos Department of Computer Science and Engineering Add to Reading List Source URL: www.vldb.org Language: English - Date: 2013-04-25 03:42:28 Differential privacy Exponential mechanism Laplace transform Pierre-Simon Laplace Laplace distribution Sampling Differential equation Mathematical analysis Data privacy Mathematics
34	A Data- and Workload-Aware Algorithm for Range Queries Under Differential Privacy Chao Li† , Michael Hay‡ , Gerome Miklau† , Yue Wang† †University of Massachusetts Amherst ‡Colgate University Add to Reading List Source URL: www.vldb.org Language: English - Date: 2013-12-06 16:23:06 Differential privacy Exponential mechanism Laplace distribution Selection algorithm Data Information Computing Data privacy Database theory V-optimal histograms
35	Practical Differential Privacy via Grouping and Smoothing Georgios Kellaris Stavros Papadopoulos Department of Computer Science and Engineering Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2014-03-08 19:35:51 Fourier analysis Differential privacy Exponential mechanism Laplace transform Laplace distribution Pierre-Simon Laplace Fourier transform Differential equation Mathematical analysis Data privacy Integral transforms
36	Making Nearest Neighbors Easier Restrictions on Input Tractable solution: poly (n) preprocessing, poly log(n) search time General case of nearest neighbors seems to be intractable Add to Reading List Source URL: simsearch.yury.name Language: English - Date: 2007-09-11 19:50:50 Information retrieval Nearest neighbor search K-nearest neighbor algorithm Factorial Minkowski–Bouligand dimension Locality-sensitive hashing Exponential mechanism Mathematics Information science Search algorithms
37	Differential Privacy: An Economic Method for Choosing Epsilon Justin Hsu∗ Marco Gaboardi† Arjun Narayan∗ Add to Reading List Source URL: www.cis.upenn.edu Language: English - Date: 2014-05-14 19:03:48 Differential privacy Mathematics Exponential mechanism Chernoff bound Differential of a function Laplace distribution Data privacy Mathematical analysis Probability
38	Machine Learning Markets Amos Storkey School of Informatics, University of Edinburgh [removed] Add to Reading List Source URL: homepages.inf.ed.ac.uk Language: English - Date: 2011-09-02 09:03:54 Utility Economic methodology Mathematical economics Mechanism design Economic model Labour economics Macroeconomic model Exponential utility Market Economics Ethics Game theory
39	An Evolutionary Optimization Approach for Categorical Data Protection Jordi Marés Vicenç Torra Add to Reading List Source URL: www.edbt.org Language: English - Date: 2012-01-25 00:58:52 Data analysis Applied mathematics Science Mathematics Exponential mechanism Cybernetics Genetic algorithm Mathematical optimization
40	Differentially-private Learning and Information Theory Darakhshan Mir Department of Computer Science Rutgers University NJ, USA Add to Reading List Source URL: www.edbt.org Language: English - Date: 2012-02-01 18:26:38 Data privacy Estimation theory Differential privacy Loss function Exponential mechanism Kullback–Leibler divergence Linear regression Confidence interval Exponential distribution Statistics Econometrics Statistical theory

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