716 search results - page 96 / 144 » Optimizing Sorting with Machine Learning Algorithms |
117
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GECCO
2007
Springer
15 years 8 months ago
2007
Springer
Real life optimization problems often require finding optimal solution to complex high dimensional, multimodal problems involving computationally very expensive fitness function e...
124
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COLT
2007
Springer
15 years 8 months ago
2007
Springer
We prove that the concept class of disjunctions cannot be pointwise approximated by linear combinations of any small set of arbitrary real-valued functions. That is, suppose there ...
ICML
2006
IEEE
16 years 2 months ago
2006
IEEE
When constructing a classifier from labeled data, it is important not to assign too much weight to any single input feature, in order to increase the robustness of the classifier....
125
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CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
Learning object categories from small samples is a challenging problem, where machine learning tools can in general provide very few guarantees. Exploiting prior knowledge may be ...
106
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EACL
2003
ACL Anthology
15 years 3 months ago
2003
ACL Anthology
Disfluent speech adds to the difficulty of processing spoken language utterances. In this paper we concentrate on identifying one disfluency phenomenon: fragmented words. Our d...