1474 search results - page 35 / 295 » Using Machine Learning to Focus Iterative Optimization |
114
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
In machine learning problems with tens of thousands of features and only dozens or hundreds of independent training examples, dimensionality reduction is essential for good learni...
121
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COLT
1999
Springer
15 years 6 months ago
1999
Springer
In this paper we analyze the PAC learning abilities of several simple iterative algorithms for learning linear threshold functions, obtaining both positive and negative results. W...
112
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IROS
2007
IEEE
15 years 8 months ago
2007
IEEE
— This paper presents an algorithm for adapting periodic behavior to gradual shifts in task parameters. Since learning optimal control in high dimensional domains is subject to t...
120
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PC
2002
15 years 2 months ago
2002
This paper presents a solution to the open problem of finding the optimal tile size to minimise the execution time of a parallelogram-shaped iteration space on a distributed memory...
115
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CP
1998
Springer
15 years 6 months ago
1998
Springer
A well-studied problem in the electric power industry is that of optimally scheduling preventative maintenance of power generating units within a power plant. We show how these pr...