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» Iterative Constructions and Private Data Release
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TCC
2012
Springer
218views Cryptology» more  TCC 2012»
12 years 9 days ago
Iterative Constructions and Private Data Release
In this paper we study the problem of approximately releasing the cut function of a graph while preserving differential privacy, and give new algorithms (and new analyses of exis...
Anupam Gupta, Aaron Roth, Jonathan Ullman
TCC
2010
Springer
173views Cryptology» more  TCC 2010»
14 years 1 months ago
Bounds on the Sample Complexity for Private Learning and Private Data Release
Learning is a task that generalizes many of the analyses that are applied to collections of data, and in particular, collections of sensitive individual information. Hence, it is n...
Amos Beimel, Shiva Prasad Kasiviswanathan, Kobbi N...
STOC
2010
ACM
618views Algorithms» more  STOC 2010»
14 years 2 months ago
Differential Privacy Under Continual Observation
We ask the question ? how can websites and data aggregators continually release updated statistics, and meanwhile preserve each individual user's privacy? We propose a differ...
Cynthia Dwork, Moni Naor, Toniann Pitassi and Guy ...
ICPADS
2008
IEEE
13 years 11 months ago
Parallel Large Scale Inference of Protein Domain Families
The resolution of combinatorial assortments of protein sequences into domains is a prerequisite for protein sequence interpretation. However the recognition and clustering of homo...
Daniel Kahn, Clément Rezvoy, Fréd&ea...
BMCBI
2006
159views more  BMCBI 2006»
13 years 4 months ago
EVEREST: automatic identification and classification of protein domains in all protein sequences
Background: Proteins are comprised of one or several building blocks, known as domains. Such domains can be classified into families according to their evolutionary origin. Wherea...
Elon Portugaly, Amir Harel, Nathan Linial, Michal ...