7648 search results - page 412 / 1530 » A Data Locality Optimizing Algorithm |
126
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ICML
2006
IEEE
16 years 5 months ago
2006
IEEE
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
171
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JMLR
2006
15 years 4 months ago
2006
Many kernel learning algorithms, including support vector machines, result in a kernel machine, such as a kernel classifier, whose key component is a weight vector in a feature sp...
129
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GPC
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. Geoscience analysis is currently limited by cumbersome access and manipulation of large datasets from remote sources. Due to their data-heavy and compute-light nature, th...
166
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SSDBM
2010
IEEE
15 years 9 months ago
2010
IEEE
Science is becoming data-intensive, requiring new software architectures that can exploit resources at all scales: local GPUs for interactive visualization, server-side multi-core ...
202
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CIDM
2011
IEEE
14 years 8 months ago
2011
IEEE
Abstract—A variational approach is proposed for the unsupervised assessment of attribute variability of high-dimensional data given a differentiable similarity measure. The key q...