3050 search results - page 338 / 610 » On-line Algorithms in Machine Learning |
178
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ALT
2003
Springer
15 years 10 months ago
2003
Springer
Due to the rapid growth of tree structured data such as Web documents, efficient learning from tree structured data becomes more and more important. In order to represent structura...
162
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SODA
2001
ACM
15 years 7 months ago
2001
ACM
Markov networks are a common class of graphical models used in machine learning. Such models use an undirected graph to capture dependency information among random variables in a ...
245
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DBWORKSHOPS
1992
15 years 7 months ago
1992
Godin, R. and R. Missaoui, An incremental concept formation approach for learning from databases, Theoretical Computer Science 133 (1994) 3533385. This paper describes a concept f...
217
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STOC
2000
ACM
15 years 11 months ago
2000
ACM
We describe a slightly subexponential time algorithm for learning parity functions in the presence of random classification noise, a problem closely related to several cryptograph...
151
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IBPRIA
2007
Springer
16 years 20 days ago
2007
Springer
Abstract. By applying recent results in optimization transfer, a new algorithm for kernel Fisher Discriminant Analysis is provided that makes use of a non-smooth penalty on the coe...