3236 search results - page 144 / 648 » Active kernel learning |
101
Voted
SAC
2009
ACM
15 years 7 months ago
2009
ACM
In active learning based music retrieval systems, providing multiple samples to the user for feedback is very necessary. In this paper, we present a new multi-samples selection st...
100
Voted
CORR
2010
Springer
15 years 26 days ago
2010
Springer
The sample complexity of active learning under the realizability assumption has been well-studied. The realizability assumption, however, rarely holds in practice. In this paper, ...
106
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HICSS
2008
IEEE
15 years 7 months ago
2008
IEEE
Cases are widely used in professional education to engage learners with examples of real world practices. Collaboration in casebased learning can add to the authenticity of the ex...
114
Voted
PERCOM
2007
ACM
16 years 11 days ago
2007
ACM
Abstract. A major challenge in pervasive computing is to learn activity patterns, such as bathing and cleaning from sensor data. Typical sensor deployments generate sparse datasets...
111
Voted
JMLR
2010
14 years 7 months ago
2010
Sequential algorithms of active learning based on the estimation of the level sets of the empirical risk are discussed in the paper. Localized Rademacher complexities are used in ...