566 search results - page 65 / 114 » Approximation Spaces in Machine Learning and Pattern Recogni... |
102
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
In various application domains, including image recognition, it is natural to represent each example as a set of vectors. With a base kernel we can implicitly map these vectors to...
190
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SAGA
2009
Springer
15 years 9 months ago
2009
Springer
We propose a generic method for obtaining quickly good upper bounds on the minimal value of a multistage stochastic program. The method is based on the simulation of a feasible dec...
154
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ACL
2008
15 years 4 months ago
2008
This paper presents a MapReduce algorithm for computing pairwise document similarity in large document collections. MapReduce is an attractive framework because it allows us to de...
118
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CSDA
2007
15 years 3 months ago
2007
The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
133
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SIGCSE
2006
ACM
15 years 9 months ago
2006
ACM
An undergraduate elective course in data mining provides a strong opportunity for students to learn research skills, practice data structures, and enhance their understanding of a...