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UAI
2004
15 years 1 months ago
On the Choice of Regions for Generalized Belief Propagation
Generalized belief propagation (GBP) has proven to be a promising technique for approximate inference tasks in AI and machine learning. However, the choice of a good set of cluste...
Max Welling
VMV
2004
103views Visualization» more  VMV 2004»
15 years 1 months ago
Consistent penetration depth estimation for deformable collision response
Penalty approaches can be used to efficiently resolve collisions of dynamically simulated rigid and deformable objects. These methods compute penalty forces based on the penetrati...
Bruno Heidelberger, Matthias Teschner, Richard Kei...
NIPS
2003
15 years 1 months ago
Computing Gaussian Mixture Models with EM Using Equivalence Constraints
Density estimation with Gaussian Mixture Models is a popular generative technique used also for clustering. We develop a framework to incorporate side information in the form of e...
Noam Shental, Aharon Bar-Hillel, Tomer Hertz, Daph...
PICS
2003
15 years 1 months ago
Applications of a Color-Naming Database
An ongoing web-based color naming experiment † has collected a small number of unconstrained color names from a large number of observers. This has resulted in a large database ...
Nathan Moroney, Ingeborg Tastl
AAAI
1998
15 years 1 months ago
Boosting in the Limit: Maximizing the Margin of Learned Ensembles
The "minimum margin" of an ensemble classifier on a given training set is, roughly speaking, the smallest vote it gives to any correct training label. Recent work has sh...
Adam J. Grove, Dale Schuurmans