235 search results - page 33 / 47 » Compiling Bayesian Networks Using Variable Elimination |
PLDI
2003
ACM
15 years 4 months ago
2003
ACM
We compile Nova, a new language designed for writing network processing applications, using a back end based on integer-linear programming (ILP) for register allocation, optimal b...
JMLR
2010
14 years 6 months ago
2010
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
INFOCOM
1997
IEEE
15 years 3 months ago
1997
IEEE
The increasing role of communication networks in today’s society results in a demand for higher levels of network availability and reliability. At the same time, fault managemen...
ICML
2002
IEEE
16 years 3 days ago
2002
IEEE
The naive classifier is a well-established mathematical model whose simplicity, speed and accuracy have made it a popular choice for classification in AI and engineering. In this ...
ECCV
2002
Springer
16 years 1 months ago
2002
Springer
In this paper, we formulate the stereo matching problem as a Markov network consisting of three coupled Markov random fields (MRF's). These three MRF's model a smooth fie...