470 search results - page 49 / 94 » Discriminated Belief Propagation |
143
Voted
EMNLP
2011
14 years 17 days ago
2011
Log-linear parsing models are often trained by optimizing likelihood, but we would prefer to optimise for a task-specific metric like Fmeasure. Softmax-margin is a convex objecti...
ICPR
2008
IEEE
16 years 2 months ago
2008
IEEE
This paper presents a novel approach that performs post-processing for stereo correspondence. We improve the performance of stereo correspondence by performing consistency check a...
84
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Over the past few years, a number of approximate inference algorithms for networked data have been put forth. We empirically compare the performance of three of the popular algori...
129
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ICASSP
2009
IEEE
15 years 7 months ago
2009
IEEE
Abstract –In this paper, a variational message passing framework is proposed for Markov random fields, which is computationally more efficient and admits wider applicability comp...
91
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SEMWEB
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. Automated ontology population using information extraction algorithms can produce inconsistent knowledge bases. Confidence values assigned by the extraction algorithms m...