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207
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COLT
2004
Springer
15 years 10 months ago
2004
Springer
We consider the binary classification problem. Given an i.i.d. sample drawn from the distribution of an X
184
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TNN
2008
15 years 6 months ago
2008
This paper proposes an incremental multiple-object recognition and localization (IMORL) method. The objective of IMORL is to adaptively learn multiple interesting objects in an ima...
181
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KDD
1994
ACM
15 years 11 months ago
1994
ACM
Semantic query optimization can dramatically speed up database query answering by knowledge intensive reformulation. But the problem of how to learn required semantic rules has no...
179
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COLT
1991
Springer
15 years 10 months ago
1991
Springer
While most theoretical work in machine learning has focused on the complexity of learning, recently there has been increasing interest in formally studying the complexity of teach...
180
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DATAMINE
2008
15 years 6 months ago
2008
Rules are commonly used for classification because they are modular, intelligible and easy to learn. Existing work in classification rule learning assumes the goal is to produce ca...