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» Testing Triangle-Freeness in General Graphs
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87
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KBSE
2007
IEEE
15 years 3 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
74
Voted
ICPP
1992
IEEE
15 years 1 months ago
A unifying Framework for Distributed Routing Algorithms
-- Distributed routing algorithms presented in the literature have tended to be specific to a particular network topology. In order to test the applicability of various routing str...
Alan Rooks, Bruno R. Preiss
ILP
2000
Springer
15 years 1 months ago
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions
Induction of recursive theories in the normal ILP setting is a complex task because of the non-monotonicity of the consistency property. In this paper we propose computational solu...
Floriana Esposito, Donato Malerba, Francesca A. Li...
FLAIRS
2000
14 years 11 months ago
Independence Semantics for BKBs
Bayesian KnowledgeBases (BKB)are a rule-based probabilistic modelthat extend BayesNetworks(BN), by allowing context-sensitive independenceand cycles in the directed graph. BKBshav...
Solomon Eyal Shimony, Eugene Santos Jr., Tzachi Ro...
NIPS
2004
14 years 11 months ago
Expectation Consistent Free Energies for Approximate Inference
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
Manfred Opper, Ole Winther