4660 search results - page 10 / 932 » Learning from imperfect data |
156
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ICGI
1998
Springer
15 years 10 months ago
1998
Springer
Abstract. The present paper presents a new approach of how to convert Gold-style [4] learning in the limit into stochastically finite learning with high confidence. We illustrate t...
190
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EMNLP
2011
14 years 5 months ago
2011
We consider the problem of performing learning and inference in a large scale knowledge base containing imperfect knowledge with incomplete coverage. We show that a soft inference...
179
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ECML
2006
Springer
15 years 9 months ago
2006
Springer
We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to ana...
155
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COLT
2001
Springer
15 years 10 months ago
2001
Springer
Intrinsic complexity is used to measure the complexity of learning areas limited by broken-straight lines (called open semi-hulls) and intersections of such areas. Any strategy le...