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IJCNN
2000
IEEE
15 years 7 months ago
Incremental Active Learning with Bias Reduction
The problem of designing input signals for optimal generalization in supervised learning is called active learning. In many active learning methods devised so far, the bias of the...
Masashi Sugiyama, Hidemitsu Ogawa
125
Voted
COLT
2000
Springer
15 years 7 months ago
Adaptive and Self-Confident On-Line Learning Algorithms
Peter Auer, Claudio Gentile
90
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ALT
1998
Springer
15 years 7 months ago
LIME: A System for Learning Relations
Eric McCreath, Arun Sharma
108
Voted
COLT
1998
Springer
15 years 7 months ago
Testing Problems with Sub-Learning Sample Complexity
Michael J. Kearns, Dana Ron