1269 search results - page 107 / 254 » Learning Correction Grammars |
176
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TNN
2010
14 years 12 months ago
2010
Abstract--A crucial issue in designing learning machines is to select the correct model parameters. When the number of available samples is small, theoretical sample-based generali...
149
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ICML
2005
IEEE
16 years 6 months ago
2005
IEEE
This paper is about constructing confidence bands around ROC curves. We first introduce to the machine learning community three band-generating methods from the medical field, and...
130
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ALT
2002
Springer
16 years 2 months ago
2002
Springer
In this paper we study the question of whether identifiable classes have subclasses which are identifiable under a more restrictive criterion. The chosen framework is inductive ...
144
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CIKM
2006
Springer
15 years 9 months ago
2006
Springer
In practical classification, there is often a mix of learnable and unlearnable classes and only a classifier above a minimum performance threshold can be deployed. This problem is...
141
Voted
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
The problem of choosing fast implementations for a class of recursive algorithms such as the fast Fourier transforms can be formulated as an optimization problem over the language...