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ICML
2005
IEEE
16 years 3 months ago
Learning first-order probabilistic models with combining rules
Many real-world domains exhibit rich relational structure and stochasticity and motivate the development of models that combine predicate logic with probabilities. These models de...
Sriraam Natarajan, Prasad Tadepalli, Eric Altendor...
ENTCS
2006
273views more  ENTCS 2006»
15 years 2 months ago
Operator Algebras and the Operational Semantics of Probabilistic Languages
We investigate the construction of linear operators representing the semantics of probabilistic programming languages expressed via probabilistic transition systems. Finite transi...
Alessandra Di Pierro, Herbert Wiklicky
FASE
2005
Springer
15 years 8 months ago
Checking Memory Safety with Blast
Abstract. Blast is an automatic verification tool for checking temporal safety properties of C programs. Given a C program and a temporal safety property, Blast statically proves ...
Dirk Beyer, Thomas A. Henzinger, Ranjit Jhala, Rup...
ICFP
2004
ACM
16 years 2 months ago
A sound (and complete) model of contracts
Even in statically typed languages it is useful to have certain invariants checked dynamically. Findler and Felleisen gave an algorithm for dynamically checking expressive higher-...
Matthias Blume, David A. McAllester
KBSE
2007
IEEE
15 years 8 months ago
Context-aware statistical debugging: from bug predictors to faulty control flow paths
Effective bug localization is important for realizing automated debugging. One attractive approach is to apply statistical techniques on a collection of evaluation profiles of pr...
Lingxiao Jiang, Zhendong Su