963 search results - page 49 / 193 » Active Learning by Labeling Features |
109
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We address the problem of evaluating the risk of a given model accurately at minimal labeling costs. This problem occurs in situations in which risk estimates cannot be obtained f...
135
Voted
DIAL
2004
IEEE
15 years 6 months ago
2004
IEEE
Obsolescence in storage media and the hardware and software for access and use can render old electronic files inaccessible and unusable. Therefore, the long-term preservation of ...
168
Voted
ICOST
2011
Springer
14 years 6 months ago
2011
Springer
The increasing aging population has inspired many machine learning researchers to find innovative solutions for assisted living. A problem often encountered in assisted living set...
87
Voted
AAAI
1998
15 years 4 months ago
1998
The problem of sequence categorization is to generalize from a corpus of labeled sequences procedures for accurately labeling future unlabeled sequences. The choice of representat...
131
Voted
NIPS
1997
15 years 4 months ago
1997
Multiple-instance learning is a variation on supervised learning, where the task is to learn a concept given positive and negative bags of instances. Each bag may contain many ins...