1697 search results - page 186 / 340 » On Bayesian Case Matching |
91
Voted
UAI
2004
15 years 2 months ago
2004
As real-world Bayesian networks continue to grow larger and more complex, it is important to investigate the possibilities for improving the performance of existing algorithms of ...
100
Voted
ICA
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. We discuss causal structure learning based on linear structural equation models. Conventional learning methods most often assume Gaussianity and create many indistinguish...
110
Voted
AI
2008
Springer
15 years 28 days ago
2008
Springer
Graphs provide an excellent framework for interrogating symmetric models of measurement random variables and discovering their implied conditional independence structure. However,...
121
Voted
AUTOMATICA
2010
15 years 28 days ago
2010
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...
124
Voted
DATAMINE
2010
15 years 26 days ago
2010
In this paper, we investigate how to modify the Naive Bayes classifier in order to perform classification that is restricted to be independent with respect to a given sensitive att...