1474 search results - page 194 / 295 » Using Machine Learning to Focus Iterative Optimization |
143
Voted
JMLR
2006
15 years 2 months ago
2006
The task of learning models for many real-world problems requires incorporating domain knowledge into learning algorithms, to enable accurate learning from a realistic volume of t...
107
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GECCO
2007
Springer
15 years 9 months ago
2007
Springer
In this paper, we provide an algorithm that systematically considers all small trees in the search space of genetic programming. These small trees are used to generate useful subr...
117
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ICMLA
2009
15 years 20 days ago
2009
We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
118
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ICALT
2005
IEEE
15 years 8 months ago
2005
IEEE
In this paper we present an architecture dedicated to an intelligently assisted educational tool which integrates within a unified framework software rational agents both at the m...
131
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ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We consider the problem of learning a sparse multi-task regression, where the structure in the outputs can be represented as a tree with leaf nodes as outputs and internal nodes a...