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» Program verification as probabilistic inference
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POPL
2007
ACM
14 years 5 months ago
Program verification as probabilistic inference
In this paper, we propose a new algorithm for proving the validity or invalidity of a pre/postcondition pair for a program. The algorithm is motivated by the success of the algori...
Sumit Gulwani, Nebojsa Jojic
APLAS
2004
ACM
13 years 8 months ago
History Effects and Verification
This paper shows how type effect systems can be combined with model-checking techniques to produce powerful, automatically verifiable program logics for higher-order programs. The ...
Christian Skalka, Scott F. Smith
JMLR
2006
92views more  JMLR 2006»
13 years 4 months ago
Linear Programs for Hypotheses Selection in Probabilistic Inference Models
We consider an optimization problem in probabilistic inference: Given n hypotheses Hj, m possible observations Ok, their conditional probabilities pk j, and a particular Ok, selec...
Anders Bergkvist, Peter Damaschke, Marcel Lüt...
ICLP
2010
Springer
13 years 8 months ago
Abductive Inference in Probabilistic Logic Programs
ABSTRACT. Action-probabilistic logic programs (ap-programs) are a class of probabilistic logic programs that have been extensively used during the last few years for modeling behav...
Gerardo I. Simari, V. S. Subrahmanian
VMCAI
2010
Springer
14 years 1 months ago
RGSep Action Inference
We present an automatic verification procedure based on RGSep that is suitable for reasoning about fine-grained concurrent heapmanipulating programs. The procedure computes a set o...
Viktor Vafeiadis