UAI
2000
14 years 26 days ago
2000
In this paper we address the problem of learning the structure of a Bayesian network in domains with continuous variables. This task requires a procedure for comparing different c...
UAI
2000
14 years 26 days ago
2000
In many domains, we are interested in analyzing the structure of the underlying distribution, e.g., whether one variable is a direct parent of the other. Bayesian model selection a...
UAI
2000
14 years 26 days ago
2000
UAI
2000
14 years 26 days ago
2000
The K-Means and EM algorithms are popular in clustering and mixture modeling due to their simplicity and ease of implementation. However, they have several significant limitations...
UAI
2000
14 years 26 days ago
2000
We show that, given data from a mixture of
UAI
2000
14 years 26 days ago
2000
Recent theoretical work has identified random projection as a promising dimensionality reduction technique for learning mixtures of Gaussians. Here we summarize these results and ...
UAI
2000
14 years 26 days ago
2000
UAI
2000
14 years 26 days ago
2000
UAI
2000
14 years 26 days ago
2000
A simple advertising strategy that can be used to help increase sales of a product is to mail out special o ers to selected potential customers. Because there is a cost associated...
UAI
2000
14 years 26 days ago
2000
Decision theory does not traditionally include uncertainty over utility functions. We argue that the a person's utility value for a given outcome can be treated as we treat o...