2383 search results - page 291 / 477 » Finding Representative Set from Massive Data |
241
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COLT
2010
Springer
15 years 3 months ago
2010
Springer
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradie...
185
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ICANN
2009
Springer
15 years 2 months ago
2009
Springer
Abstract. This paper studies a risk minimization approach to estimate a transformation model from noisy observations. It is argued that transformation models are a natural candidat...
213
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ACCV
2010
Springer
15 years 3 days ago
2010
Springer
Detecting instances of unknown categories is an important task for a multitude of problems such as object recognition, event detection, and defect localization. This paper investig...
159
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CORR
2012
Springer
14 years 24 days ago
2012
Springer
The problem of learning the structure of Bayesian networks from complete discrete data with a limit on parent set size is considered. Learning is cast explicitly as an optimisatio...
170
Voted
MM
2006
ACM
15 years 11 months ago
2006
ACM
Image annotation has been an active research topic in recent years due to its potentially large impact on both image understanding and Web image search. In this paper, we target a...