2295 search results - page 195 / 459 » Learning Overcomplete Representations |
266
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MLMI
2007
Springer
16 years 19 days ago
2007
Springer
We describe a method for recovering 3D human body pose from silhouettes. Our model is based on learning a latent space using the Gaussian Process Latent Variable Model (GP-LVM) [1]...
168
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COLT
2005
Springer
16 years 1 days ago
2005
Springer
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed āmanifold-motivatedā...
161
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MLDM
2005
Springer
15 years 12 months ago
2005
Springer
In this paper we present a method to cluster large datasets that change over time using incremental learning techniques. The approach is based on the dynamic representation of clus...
171
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PAKDD
2005
ACM
15 years 12 months ago
2005
ACM
Abstract. In this paper we present a novel and general framework based on concepts of relational algebra for kernel-based learning over relational schema. We exploit the notion of ...
151
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SPIRE
2005
Springer
15 years 12 months ago
2005
Springer
In this article we will introduce a new approach (and several implementations) to the task of sentence classiļ¬cation, where pre-deļ¬ned classes are assigned to sentences. This a...