6 search results - page 1 / 2 » Real-Valued Multiple-Instance Learning with Queries |
ALT
2001
Springer
15 years 8 months ago
2001
Springer
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...
ICML
2001
IEEE
16 years 11 days ago
2001
IEEE
NIPS
2007
15 years 1 months ago
2007
We present a framework for active learning in the multiple-instance (MI) setting. In an MI learning problem, instances are naturally organized into bags and it is the bags, instea...
AAAI
2012
13 years 1 months ago
2012
Hashing, which tries to learn similarity-preserving binary codes for data representation, has been widely used for efficient nearest neighbor search in massive databases due to i...
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ICDM
2009
IEEE
15 years 6 months ago
2009
IEEE
—One common approach to active learning is to iteratively train a single classifier by choosing data points based on its uncertainty, but it is nontrivial to design uncertainty ...