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» Warped Gaussian Processes
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CSDA
2008
65views more  CSDA 2008»
15 years 3 months ago
Gaussian processes and limiting linear models
Robert B. Gramacy, Herbert K. H. Lee
CSDA
2006
81views more  CSDA 2006»
15 years 3 months ago
Flexible temporal expression profile modelling using the Gaussian process
Time course gene expression experiments have proved valuable in a variety of biological studies [e.g., Chuang, Y., Chen, Y., Gadisetti, V., et al., 2002. Gene expression after tre...
Ming Yuan
BIOINFORMATICS
2005
60views more  BIOINFORMATICS 2005»
15 years 3 months ago
Biomarker discovery in microarray gene expression data with Gaussian processes
Wei Chu, Zoubin Ghahramani, Francesco Falciani, Da...
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TIT
2008
63views more  TIT 2008»
15 years 3 months ago
Information Consistency of Nonparametric Gaussian Process Methods
Matthias W. Seeger, Sham M. Kakade, Dean P. Foster