1443 search results - page 159 / 289 » Learning Generative Models via Discriminative Approaches |
151
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BIBM
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--Protein-protein interactions (PPI) play an important role in cellular processes and metabolic processes within a cell. An important task is to determine the existence of ...
116
Voted
ICML
1997
IEEE
16 years 4 months ago
1997
IEEE
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...
130
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IJCV
2008
15 years 3 months ago
2008
We present an unsupervised approach for learning a generative layered representation of a scene from a video for motion segmentation. The learnt model is a composition of layers, ...
78
Voted
CLASSIFICATION
2004
15 years 3 months ago
2004
: We propose a new nonparametric family of oscillation heuristics for improving linear classifiers in the two-group discriminant problem. The heuristics are motivated by the intuit...
120
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BMVC
2002
15 years 5 months ago
2002
We consider the problem of learning how a person's face behaves in a long video sequence, with the aim of synthesising convincing sequences demonstrating the same behaviours....