10054 search results - page 440 / 2011 » On the Complexity of Function Learning |
131
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AUSAI
2004
Springer
15 years 10 months ago
2004
Springer
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
141
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ECCV
2010
Springer
15 years 8 months ago
2010
Springer
Abstract. Visual dictionary learning and base (binary) classifier training are two basic problems for the recently most popular image categorization framework, which is based on t...
147
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CORR
2006
Springer
15 years 4 months ago
2006
Springer
We present a novel approach to semisupervised learning which is based on statistical physics. Most of the former work in the field of semi-supervised learning classifies the point...
122
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PLPV
2009
ACM
16 years 1 months ago
2009
ACM
Haskell’s multi-parameter type classes, together with functional dependencies, allow the specification of complex type-level opera
125
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ML
2006
ACM
15 years 4 months ago
2006
ACM
It is well known that many hard tasks considered in machine learning and data mining can be solved in a rather simple and robust way with an instanceand distance-based approach. In...