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ICDE
2008
IEEE
124views Database» more  ICDE 2008»
16 years 7 months ago
Privacy: Theory meets Practice on the Map
In this paper, we propose the first formal privacy analysis of a data anonymization process known as the synthetic data generation, a technique becoming popular in the statistics c...
Ashwin Machanavajjhala, Daniel Kifer, John M. Abow...
CADE
2009
Springer
16 years 6 months ago
Ground Interpolation for Combined Theories
Abstract. We give a method for modular generation of ground interpolants in modern SMT solvers supporting multiple theories. Our method uses a novel algorithm to modify the proof t...
Amit Goel, Sava Krstic, Cesare Tinelli
ICSE
1997
IEEE-ACM
15 years 10 months ago
A Theory of Probabilistic Functional Testing
We propose a framework for “probabilistic functional testing.” The success of a test data set generated according to our method guarantees a certain level of confidence into ...
Gilles Bernot, Laurent Bouaziz, Pascale Le Gall
DIS
2009
Springer
16 years 21 days ago
Linear Programming Boosting by Column and Row Generation
Abstract. We propose a new boosting algorithm based on a linear programming formulation. Our algorithm can take advantage of the sparsity of the solution of the underlying optimiza...
Kohei Hatano, Eiji Takimoto
LANMR
2007
15 years 7 months ago
Generating maximal models using the stable model semantics
Given a propositional formula X, we present a mapping that constructs a general program P, such that the maximal models of X correspond to the stable models of P, after intersectin...
Juan Carlos Nieves, Mauricio Osorio