3837 search results - page 48 / 768 » Learning Approximate Consistencies |
131
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UAI
2004
15 years 3 months ago
2004
Bayesian learning in undirected graphical models--computing posterior distributions over parameters and predictive quantities-is exceptionally difficult. We conjecture that for ge...
123
Voted
ICDM
2007
IEEE
15 years 8 months ago
2007
IEEE
Learning communities from a graph is an important problem in many domains. Different types of communities can be generalized as link-pattern based communities. In this paper, we p...
103
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EACL
2006
ACL Anthology
15 years 3 months ago
2006
ACL Anthology
In this paper we extend the maximum spanning tree (MST) dependency parsing framework of McDonald et al. (2005c) to incorporate higher-order feature representations and allow depen...
177
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JMLR
2010
14 years 8 months ago
2010
We address instance-based learning from a perceptual organization standpoint and present methods for dimensionality estimation, manifold learning and function approximation. Under...
114
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VIS
2009
IEEE
16 years 3 months ago
2009
IEEE
