5092 search results - page 115 / 1019 » Clustering the Feature Space |
137
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NIPS
2007
15 years 6 months ago
2007
To accelerate the training of kernel machines, we propose to map the input data to a randomized low-dimensional feature space and then apply existing fast linear methods. The feat...
106
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TSD
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. Clustering is often considered the most important unsupervised learning problem and several clustering algorithms have been proposed over the years. Many of these algorit...
139
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INFORMATICALT
2008
15 years 4 months ago
2008
This paper studies an adaptive clustering problem. We focus on re-clustering an object set, previously clustered, when the feature set characterizing the objects increases. We prop...
121
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CLUSTER
2007
IEEE
15 years 11 months ago
2007
IEEE
— Achieving high performance for out-of-core applications typically involves explicit management of the movement of data between the disk and the physical memory. We are developi...
134
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ACL
2008
15 years 6 months ago
2008
In this work, we develop and evaluate a wide range of feature spaces for deriving Levinstyle verb classifications (Levin, 1993). We perform the classification experiments using Ba...