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NIPS
2007
13 years 10 months ago
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
Stability is a desirable characteristic for linear dynamical systems, but it is often ignored by algorithms that learn these systems from data. We propose a novel method for learn...
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
POPL
2003
ACM
14 years 9 months ago
Discovering affine equalities using random interpretation
We present a new polynomial-time randomized algorithm for discovering affine equalities involving variables in a program. The key idea of the algorithm is to execute a code fragme...
Sumit Gulwani, George C. Necula
PPSN
2000
Springer
14 years 9 days ago
Genetic Programming Bloat without Semantics
To investigate the fundamental causes of bloat, six artificial random binary tree search spaces are presented. Fitness is given by program syntax (the genetic programming genotype)...
William B. Langdon, Wolfgang Banzhaf
DIMVA
2009
13 years 9 months ago
Polymorphing Software by Randomizing Data Structure Layout
Abstract. This paper introduces a new software polymorphism technique that randomizes program data structure layout. This technique will generate different data structure layouts f...
Zhiqiang Lin, Ryan Riley, Dongyan Xu
CSFW
2010
IEEE
14 years 19 days ago
On Protection by Layout Randomization
Abstract—Layout randomization is a powerful, popular technique for software protection. We present it and study it in programming-language terms. More specifically, we consider ...
Martín Abadi, Gordon D. Plotkin