2623 search results - page 435 / 525 » Universal Learning Theory |
JMLR
2006
15 years 17 days ago
2006
In this work we consider the task of relaxing the i.i.d. assumption in pattern recognition (or classification), aiming to make existing learning algorithms applicable to a wider r...
89
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ML
2008
ACM
15 years 17 days ago
2008
ACM
Call-by-value languages commonly restrict recursive definitions by only allowing functions and syntactically explicit values in the right-hand sides. As a consequence, some very a...
123
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KAIS
2006
15 years 17 days ago
2006
Abstract. Many supervised machine learning tasks can be cast as multi-class classification problems. Support vector machines (SVMs) excel at binary classification problems, but the...
101
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SIAMCOMP
2008
15 years 16 days ago
2008
Abstract. The Perceptron algorithm, despite its simplicity, often performs well in online classification tasks. The Perceptron becomes especially effective when it is used in conju...
90
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RAS
2006
15 years 16 days ago
2006
Imitation in artificial systems involves a number of important aspects, such as extracting the relevant features of the demonstrated behaviour, inverse mapping observations, and e...