313 search results - page 4 / 63 » Hierarchical sampling for active learning |
ICML
2005
IEEE
2005
IEEE
Active learning for sampling in time-series experiments with application to gene expression analysis
14 years 11 months ago
Many time-series experiments seek to estimate some signal as a continuous function of time. In this paper, we address the sampling problem for such experiments: determining which ...
SDM
2010
SIAM
14 years 6 days ago
2010
SIAM
Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...
ACL
2008
14 years 6 days ago
2008
Traditional Active Learning (AL) techniques assume that the annotation of each datum costs the same. This is not the case when annotating sequences; some sequences will take longe...
AIRWEB
2009
Springer
14 years 5 months ago
2009
Springer
ICDM
2008
IEEE
14 years 5 months ago
2008
IEEE