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168
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ALT
2004
Springer
16 years 2 months ago
2004
Springer
Probabilistic inductive logic programming, sometimes also called statistical relational learning, addresses one of the central questions of artificial intelligence: the integratio...
186
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SAC
2005
ACM
15 years 11 months ago
2005
ACM
Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
147
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EACL
2006
ACL Anthology
15 years 7 months ago
2006
ACL Anthology
Extending a machine learning based coreference resolution system with a feature capturing automatically generated information about semantic roles improves its performance.
142
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ICML
2005
IEEE
16 years 6 months ago
2005
IEEE
In non-cooperative multi-agent situations, there cannot exist a globally optimal, yet opponent-independent learning algorithm. Regret-minimization over a set of strategies optimiz...
151
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ECML
2004
Springer
15 years 11 months ago
2004
Springer
HEXQ is a reinforcement learning algorithm that discovers hierarchical structure automatically. The generated task hierarchy repthe problem at different levels of abstraction. In ...