977 search results - page 52 / 196 » Constructing informative priors using transfer learning |
158
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ML
2006
ACM
15 years 4 months ago
2006
ACM
This paper addresses the problem of transductive learning of the kernel matrix from a probabilistic perspective. We define the kernel matrix as a Wishart process prior and construc...
141
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CVPR
2006
IEEE
16 years 6 months ago
2006
IEEE
Segmentation involves separating an object from the background. In this work, we propose a novel segmentation method combining image information with prior shape knowledge, within...
121
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COLING
2010
14 years 11 months ago
2010
Sentiment analysis systems can benefit from the translation of sentiment information. We present a novel, graph-based approach using SimRank, a well-established graph-theoretic al...
128
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DMIN
2009
15 years 2 months ago
2009
- This paper demonstrates how methods borrowed from information fusion can improve the performance of a classifier by constructing (i.e., fusing) new features that are combinations...
145
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TEI
2012
ACM
13 years 11 months ago
2012
ACM
A prevalent assumption behind interface approaches that employ physical means of interaction is that this leverages users’ prior knowledge from the real world. This paper scruti...