3236 search results - page 164 / 648 » Active kernel learning |
85
Voted
ICCV
2007
IEEE
15 years 7 months ago
2007
IEEE
We investigate the problem of learning optimal descriptors for a given classification task. Many hand-crafted descriptors have been proposed in the literature for measuring visua...
102
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CORR
2010
Springer
15 years 28 days ago
2010
Springer
We tackle the fundamental problem of Bayesian active learning with noise, where we need to adaptively select from a number of expensive tests in order to identify an unknown hypot...
128
Voted
CIBCB
2009
IEEE
15 years 1 months ago
2009
IEEE
Machine Learning techniques are successfully applied to establish quantitative relations between chemical structure and biological activity (QSAR), i.e. classify compounds as activ...
131
Voted
CVPR
2011
IEEE
14 years 9 months ago
2011
IEEE
Active learning and crowdsourcing are promising ways to efficiently build up training sets for object recognition, but thus far techniques are tested in artificially controlled ...
99
Voted
ALT
2008
Springer
15 years 9 months ago
2008
Springer
In this paper we consider the problem of actively learning the mean values of distributions associated with a finite number of options (arms). The algorithms can select which opti...