2683 search results - page 315 / 537 » Machine learning problems from optimization perspective |
117
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GECCO
2010
Springer
15 years 6 months ago
2010
Springer
In this paper we introduce a method for computing fitness in evolutionary learning systems based on NVIDIA’s massive parallel technology using the CUDA library. Both the match ...
113
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ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
Given a large-scale linked document collection, such as a collection of blog posts or a research literature archive, there are two fundamental problems that have generated a lot o...
119
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
123
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ALT
2004
Springer
16 years 4 days ago
2004
Springer
A revision algorithm is a learning algorithm that identifies the target concept, starting from an initial concept. Such an algorithm is considered efficient if its complexity (in ...
123
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JMLR
2006
15 years 3 months ago
2006
We discuss the problem of learning to rank labels from a real valued feedback associated with each label. We cast the feedback as a preferences graph where the nodes of the graph ...