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UAI
2008
13 years 11 months ago
2008
We propose a variable decomposition algorithm
UAI
2004
13 years 11 months ago
2004
We develop the necessary theory in computational algebraic geometry to place Bayesian networks into the realm of algebraic statistics. We present an algebra
UAI
1998
13 years 11 months ago
1998
We examine methods for clustering in high dimensions. In the first part of the paper, we perform an experimental comparison between three batch clustering algorithms: the Expectat...
UAI
2000
13 years 11 months ago
2000
In this work, dynamic Bayesian multinets are introduced where a Markov chain state at time
UAI
2001
13 years 11 months ago
2001
The Information bottleneck method is an unsupervised non-parametric data organization technique. Given a joint distribution