Exponential mechanism

Results: 71



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51Ethics / Artificial intelligence / Learning / Statistical classification / Applied probability / Exponential mechanism / Differential privacy / Empirical risk minimization / VC dimension / Machine learning / Data privacy / Statistics

JMLR: Workshop and Conference Proceedings vol[removed]–32 24th Annual Conference on Learning Theory Sample Complexity Bounds for Differentially Private Learning

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Source URL: cseweb.ucsd.edu

Language: English - Date: 2011-09-27 03:12:47
52Data analysis / Differential privacy / Exponential mechanism / Statistical inference / Privacy / Resampling / Internet privacy / Data mining / Information privacy / Statistics / Data privacy / Probability and statistics

GUPT: Privacy Preserving Data Analysis Made Easy Prashanth Mohan UC Berkeley Abhradeep Thakurta∗

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2012-03-16 01:55:36
53Stationery / Exponential function / Mathematics / Mathematical analysis / Packaging materials / Label

Orient 1 ONT-800-S-3 / ONT-800-B-3 ONT-920-S-3 / ONT-920-B-3 ONT-1000-S-3 / ONT-1000-B-3 The Orient is a simplistic and elegantly designed banner stand that has the capability to be double sided. Dual retractor mechanism

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Source URL: www.reprografic.com

Language: English - Date: 2014-09-09 14:57:57
54Markov processes / Data privacy / Monte Carlo methods / Markov chain Monte Carlo / Markov chain / Stochastic process / Ising model / Exponential mechanism / Differential privacy / Statistics / Probability and statistics / Markov models

The  exponenEal  mechanism  via  MCMC   Aleksandar  Makelov,  mentored  by  prof.  Salil  Vadhan   Harvard  College  ’15,  supported  by  HCRP   Mo#va#on   Mark

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Source URL: privacytools.seas.harvard.edu

Language: English - Date: 2014-01-21 14:41:55
55Distribution / Mathematics / Analysis / Differential privacy / Data privacy / Applied probability / Exponential mechanism

Differential Privacy: A Survey of Results Cynthia Dwork Microsoft Research [removed] Abstract. Over the past five years a new approach to privacy-preserving

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Source URL: www.cs.ucdavis.edu

Language: English - Date: 2009-11-05 01:05:30
56Data privacy / Computational complexity theory / Numerical analysis / Polynomials / Approximation theory / Time complexity / Differential privacy / NP / Exponential mechanism / Theoretical computer science / Mathematics / Applied mathematics

Faster Private Release of Marginals on Small Databases∗ Karthekeyan Chandrasekaran Justin Thaler Jonathan Ullman

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Source URL: privacytools.seas.harvard.edu

Language: English - Date: 2013-07-29 10:54:56
57Statistical inference / Applied probability / Data privacy / Exponential mechanism / Randomized algorithm / Statistical hypothesis testing / Sample size determination / Probably approximately correct learning / PP / Theoretical computer science / Statistics / Computational complexity theory

Characterizing the Sample Complexity of Private Learners∗ Amos Beimel Kobbi Nissim Uri Stemmer

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Source URL: privacytools.seas.harvard.edu

Language: English - Date: 2014-07-01 20:06:57
58Ordinal number / Mathematics / Diophantine approximation / Transcendental numbers / Numbers / Exponential mechanism / Euclidean algorithm / Data privacy / Symbol / Differential privacy

Fingerprinting Codes and the Price of Approximate Differential Privacy

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Source URL: privacytools.seas.harvard.edu

Language: English - Date: 2014-07-01 16:17:00
59Analysis of algorithms / Convex analysis / Data privacy / Operations research / Mathematical optimization / Loss function / Lipschitz continuity / Randomized algorithm / Exponential mechanism / Theoretical computer science / Applied mathematics / Mathematics

Private Empirical Risk Minimization, Revisited Raef Bassily∗ Adam Smith∗ † Abhradeep Thakurta‡

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Source URL: privacytools.seas.harvard.edu

Language: English - Date: 2014-07-01 19:35:05
60Computational learning theory / Probably approximately correct learning / Sample size determination / Exponential mechanism / Statistical power / Statistics / Data privacy / Probability and statistics

LNCS[removed]Private Learning and Sanitization: Pure vs. Approximate Differential Privacy

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Source URL: privacytools.seas.harvard.edu

Language: English - Date: 2014-07-01 16:31:39
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