15120 search results - page 406 / 3024 » Learning with Local Models |
207
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ICML
2004
IEEE
16 years 7 days ago
2004
IEEE
We investigate how to learn a kernel matrix for high dimensional data that lies on or near a low dimensional manifold. Noting that the kernel matrix implicitly maps the data into ...
200
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GMP
2006
IEEE
16 years 26 days ago
2006
IEEE
We present a new surface representation scheme based on a manifold structure and displacement functions. Given a geometric model represented as a point cloud, we construct a domain...
173
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NIPS
2008
15 years 8 months ago
2008
We study the convergence and the rate of convergence of a local manifold learning algorithm: LTSA [13]. The main technical tool is the perturbation analysis on the linear invarian...
247
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RECOMB
2002
Springer
16 years 7 months ago
2002
Springer
This paper concerns the discovery of patterns in gene expression matrices, in which each element gives the expression level of a given gene in a given experiment. Most existing me...
180
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ECTEL
2008
Springer
15 years 8 months ago
2008
Springer
This paper presents our research works and our proposal : ISiS model (Intentions, Strategies, interactional Situations), a conceptual framework elaborated to structure the design o...