988 search results - page 46 / 198 » Learning with Local and Global Consistency |
185
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ATAL
2011
Springer
14 years 6 months ago
2011
Springer
Distributed systems can often be modeled as a collection of distributed (system) variables whose values are constrained by a set of constraints. In distributed multi-agent systems...
126
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IROS
2007
IEEE
16 years 11 days ago
2007
IEEE
— This paper presents a hybrid localization scheme for a mobile robot using the hierarchical atlas. The hierarchical atlas is a map that consists of a higher level topological gr...
136
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EMNLP
2008
15 years 7 months ago
2008
Previous work on ordering events in text has typically focused on local pairwise decisions, ignoring globally inconsistent labels. However, temporal ordering is the type of domain...
339
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CVPR
2009
IEEE
17 years 1 months ago
2009
IEEE
Markov random field (MRF, CRF) models are popular in
computer vision. However, in order to be computationally
tractable they are limited to incorporate only local interactions
a...
177
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Pseudo-likelihood and contrastive divergence are two well-known examples of contrastive methods. These algorithms trade off the probability of the correct label with the probabili...