924 search results - page 28 / 185 » Incremental Probabilistic Inference |
134
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JMLR
2010
14 years 8 months ago
2010
With the increasing popularity of largescale probabilistic graphical models, even "lightweight" approximate inference methods are becoming infeasible. Fortunately, often...
106
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RECOMB
2008
Springer
16 years 2 months ago
2008
Springer
The protein inference problem represents a major challenge in shotgun proteomics. Here we describe a novel Bayesian approach to address this challenge that incorporates the predict...
103
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NAACL
2004
15 years 3 months ago
2004
In this paper we propose a data intensive approach for inferring sentence-internal temporal relations, which relies on a simple probabilistic model and assumes no manual coding. W...
112
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AVSS
2003
IEEE
15 years 7 months ago
2003
IEEE
We present an action recognition method based on the concept of reliable inference. Our approach is formulated in a probabilistic framework using posterior class ratios to verify ...
112
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COLING
1990
15 years 3 months ago
1990
The purpose of this paper is to compare different ways of adopting reason-maintenance techniques in incremental parsing (and interpretation). A reasonmaintenance system supports i...