33 search results - page 1 / 7 » Sound and Efficient Inference with Probabilistic and Determi... |
102
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AAAI
2006
15 years 9 days ago
2006
Reasoning with both probabilistic and deterministic dependencies is important for many real-world problems, and in particular for the emerging field of statistical relational lear...
89
Voted
UAI
2003
15 years 8 days ago
2003
In this paper, we introduce a method for approximating the solution to inference and optimization tasks in uncertain and deterministic reasoning. Such tasks are in general intract...
84
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UAI
2000
15 years 7 days ago
2000
Techniques for plan recognition under uncertainty require a stochastic model of the plangeneration process. We introduce probabilistic state-dependent grammars (PSDGs) to represen...
85
Voted
SEMWEB
2005
Springer
15 years 4 months ago
2005
Springer
This paper addresses a major weakness of current technologies for the Semantic Web, namely the lack of a principled means to represent and reason about uncertainty. This not only h...
78
Voted
IAT
2009
IEEE
15 years 2 months ago
2009
IEEE
Abstract--This paper is focusing on exact Bayesian reasoning in systems of agents, which represent weakly coupled processing modules supporting collaborative inference through mess...