2088 search results - page 11 / 418 » The Probabilistic Method |
UAI
2000
2000
Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning
13 years 8 months ago
We document a connection between constraint reasoning and probabilistic reasoning. We present an algorithm, called probabilistic arc consistency, which is both a generalization of...
KR
1994
Springer
13 years 11 months ago
1994
Springer
Probabilistic AI planning methods that minimize expected execution cost have a neutral attitude towards risk. We demonstrate how one can transform planning problems for risk-sensi...
ICLP
2005
Springer
14 years 1 months ago
2005
Springer
1 In [20], a new Hybrid Probabilistic Logic Programs framework is proposed, and a new semantics is developed to enable encoding and reasoning about real-world applications. In this...
ICML
2006
IEEE
14 years 8 months ago
2006
IEEE
Principal components and canonical correlations are at the root of many exploratory data mining techniques and provide standard pre-processing tools in machine learning. Lately, p...
SDM
2004
SIAM
13 years 8 months ago
2004
SIAM
This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...