736 search results - page 69 / 148 » Generalization Error Estimation for Non-linear Learning Meth... |
127
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MICCAI
2010
Springer
15 years 21 days ago
2010
Springer
Abstract. We apply sparse Bayesian learning methods, automatic relevance determination (ARD) and predictive ARD (PARD), to Alzheimer’s disease (AD) classification to make accura...
124
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COLT
2006
Springer
15 years 6 months ago
2006
Springer
We propose a sequential randomized algorithm, which at each step concentrates on functions having both low risk and low variance with respect to the previous step prediction functi...
107
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ICPR
2004
IEEE
16 years 3 months ago
2004
IEEE
This paper describes an online learning method of color transformation for interactive object recognition. In order to recognize objects under various lighting conditions, the sys...
90
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BMCBI
2010
15 years 2 months ago
2010
Background: Estimation of DNA duplex hybridization free energy is widely used for predicting cross-hybridizations in DNA computing and microarray experiments. A number of software...
124
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IJCAI
2003
15 years 3 months ago
2003
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...