390 search results - page 45 / 78 » A Model of Inductive Bias Learning |
NIPS
2004
15 years 3 months ago
2004
We present an algorithm to overcome the local maxima problem in estimating the parameters of mixture models. It combines existing approaches from both EM and a robust fitting algo...
130
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UM
2007
Springer
15 years 8 months ago
2007
Springer
In this paper we show how model identifiability is an issue for student modeling: observed student performance corresponds to an infinite family of possible model parameter estimat...
107
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MICCAI
2009
Springer
16 years 3 months ago
2009
Springer
A new algorithm is presented for the automatic segmentation and classification of brain tissue from 3D MR scans. It uses discriminative Random Decision Forest classification and ta...
112
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ICDM
2009
IEEE
14 years 11 months ago
2009
IEEE
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
104
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IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
Abstract— Cognitive control - the ability to produce appropriate behavior in complex situations - is a fundamental aspect of intelligence. It is increasingly evident that this co...