972 search results - page 3 / 195 » Active Learning with Generalized Queries |
117
Voted
COLT
2006
Springer
15 years 7 months ago
2006
Springer
140
Voted
SIGIR
2008
ACM
15 years 3 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...
151
Voted
CCS
2009
ACM
15 years 10 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 ...
132
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TIP
2008
15 years 2 months 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...
146
Voted
ICMLA
2007
15 years 4 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...