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» On the bounded integer programming
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POPL
2007
ACM
16 years 6 months ago
Assessing security threats of looping constructs
There is a clear intuitive connection between the notion of leakage of information in a program and concepts from information theory. This intuition has not been satisfactorily pi...
Pasquale Malacaria
ESOP
2003
Springer
15 years 11 months ago
Automatic Software Model Checking Using CLP
This paper proposes the use of constraint logic programming (CLP) to perform model checking of traditional, imperative programs. We present a semantics-preserving translation from ...
Cormac Flanagan
ICML
2003
IEEE
16 years 7 months ago
Multi-Objective Programming in SVMs
We propose a general framework for support vector machines (SVM) based on the principle of multi-objective optimization. The learning of SVMs is formulated as a multiobjective pro...
Jinbo Bi
175
Voted
NIPS
2004
15 years 7 months ago
A Direct Formulation for Sparse PCA Using Semidefinite Programming
We examine the problem of approximating, in the Frobenius-norm sense, a positive, semidefinite symmetric matrix by a rank-one matrix, with an upper bound on the cardinality of its...
Alexandre d'Aspremont, Laurent El Ghaoui, Michael ...
IJCAI
2003
15 years 7 months ago
Comparing Best-First Search and Dynamic Programming for Optimal Multiple Sequence Alignment
Sequence alignment is an important problem in computational biology. We compare two different approaches to the problem of optimally aligning two or more character strings: bounde...
Heath Hohwald, Ignacio Thayer, Richard E. Korf