3780 search results - page 279 / 756 » Structured Relation Discovery using Generative Models |
200
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ICCAD
1999
IEEE
15 years 11 months ago
1999
IEEE
In this paper we present new methods for fast justification and propagation in the implication graph (IG) which is the core data structure of our SAT based implication engine. As ...
199
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TCBB
2011
15 years 1 months ago
2011
Stochastic models such as hidden Markov models or stochastic context free grammars can fail to return the correct, maximum likelihood solution in the case of semantic ambiguity. T...
192
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NIPS
2004
15 years 8 months ago
2004
In this paper, we propose a new method, Parametric Embedding (PE), for visualizing the posteriors estimated over a mixture model. PE simultaneously embeds both objects and their c...
310
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
Deep Belief Networks (DBNs) are multi-layer generative models. They can be trained to model windows of coefficients extracted from speech and they discover multiple layers of fea...
191
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IDA
2003
Springer
15 years 12 months ago
2003
Springer
Abstract. Many examples exist of multivariate time series where dependencies between variables change over time. If these changing dependencies are not taken into account, any mode...