972 search results - page 3 / 195 » Active Learning with Generalized Queries |
100
Voted
COLT
2006
Springer
15 years 4 months ago
2006
Springer
117
Voted
SIGIR
2008
ACM
15 years 1 months ago
2008
ACM
Collaborative Filtering (CF) requires user-rated training examples for statistical inference about the preferences of new users. Active learning strategies identify the most infor...
131
Voted
CCS
2009
ACM
15 years 8 months ago
2009
ACM
Anomaly detection for network intrusion detection is usually considered an unsupervised task. Prominent techniques, such as one-class support vector machines, learn a hypersphere ...
113
Voted
TIP
2008
15 years 18 days ago
2008
Active learning methods have been considered with increased interest in the statistical learning community. Initially developed within a classification framework, a lot of extensio...
126
Voted
ICMLA
2007
15 years 2 months ago
2007
We apply a new active learning formulation to the problem of learning medical concepts from unstructured text. The new formulation is based on maximizing the mutual information th...