18 search results - page 1 / 4 » Boosting for transfer learning with multiple sources |
CVPR
2010
IEEE
13 years 9 months ago
2010
IEEE
Transfer learning allows leveraging the knowledge of source domains, available a priori, to help training a classifier for a target domain, where the available data is scarce. Th...
ICDM
2009
IEEE
14 years 4 months ago
2009
IEEE
—The success of transfer to improve learning on a target task is highly dependent on the selected source data. Instance-based transfer methods reuse data from the source tasks to...
ICML
2010
IEEE
13 years 10 months ago
2010
IEEE
The goal of transfer learning is to improve the learning of a new target concept given knowledge of related source concept(s). We introduce the first boosting-based algorithms for...
CIKM
2008
Springer
13 years 11 months ago
2008
Springer
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ICASSP
2011
IEEE
13 years 1 months ago
2011
IEEE
This paper presents a sound source (talker) localization method using only a single microphone. In our previous work [1], we discussed the single-channel sound source localization...