18 search results - page 1 / 4 » Boosting for transfer learning with multiple sources |
CVPR
2010
IEEE
13 years 5 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 days 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 6 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 7 months ago
2008
Springer
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ICASSP
2011
IEEE
12 years 9 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...