1180 search results - page 55 / 236 » An Instance Selection Approach to Multiple Instance Learning |
158
Voted
ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
Active inference seeks to maximize classification performance while minimizing the amount of data that must be labeled ex ante. This task is particularly relevant in the context o...
133
Voted
ICCV
2011
IEEE
14 years 2 months ago
2011
IEEE
Adapting the classifier trained on a source domain to recognize instances from a new target domain is an important problem that is receiving recent attention. In this paper, we p...
120
Voted
CVPR
2001
IEEE
16 years 4 months ago
2001
IEEE
We consider learning models for object recognition from examples. Our method is motivated by systems that use the Hausdorff distance as a shape comparison measure. Typically an ob...
103
Voted
ECML
2007
Springer
15 years 8 months ago
2007
Springer
Choosing a suitable feature representation for structured data is a non-trivial task due to the vast number of potential candidates. Ideally, one would like to pick a small, but in...
116
Voted
COLING
2010
14 years 9 months ago
2010
This paper presents a new approach to improving relation extraction based on minimally supervised learning. By adding some limited closed-world knowledge for confidence estimation...