2683 search results - page 359 / 537 » Machine learning problems from optimization perspective |
109
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CHI
2003
ACM
16 years 3 months ago
2003
ACM
HCI evaluation methods are useful for improving the design of interactive systems, yet they may be rejected by nontraditional technology disciplines such as media art. We have dev...
129
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EMNLP
2004
15 years 4 months ago
2004
This work applies boosted wrapper induction (BWI), a machine learning algorithm for information extraction from semi-structured documents, to the problem of named entity recogniti...
153
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JMLR
2002
15 years 2 months ago
2002
Recently, sample complexity bounds have been derived for problems involving linear functions such as neural networks and support vector machines. In many of these theoretical stud...
118
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GECCO
2005
Springer
15 years 8 months ago
2005
Springer
This paper proposes a novel constructive learning algorithm for a competitive neural network. The proposed algorithm is developed by taking ideas from the immune system and demons...
108
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AI
2001
Springer
15 years 7 months ago
2001
Springer
Reinforcement learning techniques are increasingly being used to solve di cult problems in control and combinatorial optimization with promising results. Implicit imitation can acc...