101 search results - page 8 / 21 » Discriminative Learning over Constrained Latent Representati... |
109
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ECCV
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. We study the problem of multimodal dimensionality reduction assuming that data samples can be missing at training time, and not all data modalities may be present at appl...
138
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ISMB
1998
15 years 3 months ago
1998
Homologousproteins do not necessarily exhibit identical biochemicalfunction. Despitethis fact, local or global sequence similarity is widely used as an indication of functional id...
138
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ECCV
2008
Springer
16 years 3 months ago
2008
Springer
Recently, models based on conditional random fields (CRF) have produced promising results on labeling sequential data in several scientific fields. However, in the vision task of c...
121
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ICDM
2003
IEEE
15 years 7 months ago
2003
IEEE
We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...
123
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UAI
2000
15 years 3 months ago
2000
In this paper we present decomposable priors, a family of priors over structure and parameters of tree belief nets for which Bayesian learning with complete observations is tracta...