gaussian processes for machine learning (2005)

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1、C.E.Rasmussen&C.K.I.Williams,GaussianProcessesforMachineLearning,theMITPress,2006,ISBN026218253X.c2006MassachusettsInstituteofTechnology.www.GaussianProcess.org/gpmlGaussianProcessesforMachineLearningC.E.Rasmussen&C.K.I.Williams,GaussianProcessesforMachineLearning,theMITPr

2、ess,2006,ISBN026218253X.c2006MassachusettsInstituteofTechnology.www.GaussianProcess.org/gpmlAdaptiveComputationandMachineLearningThomasDietterich,EditorChristopherBishop,DavidHeckerman,MichaelJordan,andMichaelKearns,AssociateEditorsBioinformatics:TheMachineLearningApproach

3、,PierreBaldiandSørenBrunakReinforcementLearning:AnIntroduction,RichardS.SuttonandAndrewG.BartoGraphicalModelsforMachineLearningandDigitalCommunication,BrendanJ.FreyLearninginGraphicalModels,MichaelI.JordanCausation,Prediction,andSearch,secondedition,PeterSpirtes,ClarkGlymo

4、ur,andRichardScheinesPrinciplesofDataMining,DavidHand,HeikkiMannila,andPadhraicSmythBioinformatics:TheMachineLearningApproach,secondedition,PierreBaldiandSørenBrunakLearningKernelClassifiers:TheoryandAlgorithms,RalfHerbrichLearningwithKernels:SupportVectorMachines,Regulariz

5、ation,Optimization,andBeyond,BernhardSch¨olkopfandAlexanderJ.SmolaIntroductiontoMachineLearning,EthemAlpaydinGaussianProcessesforMachineLearning,CarlEdwardRasmussenandChristopherK.I.WilliamsC.E.Rasmussen&C.K.I.Williams,GaussianProcessesforMachineLearning,theMITPress,2006,I

6、SBN026218253X.c2006MassachusettsInstituteofTechnology.www.GaussianProcess.org/gpmlGaussianProcessesforMachineLearningCarlEdwardRasmussenChristopherK.I.WilliamsTheMITPressCambridge,MassachusettsLondon,EnglandC.E.Rasmussen&C.K.I.Williams,GaussianProcessesforMachineLearning,t

7、heMITPress,2006,ISBN026218253X.c2006MassachusettsInstituteofTechnology.www.GaussianProcess.org/gpmlc2006MassachusettsInstituteofTechnologyAllrightsreserved.Nopartofthisbookmaybereproducedinanyformbyanyelectronicormechanicalmeans(includingphotocopying,recording,orinformatio

8、nstorageandretrieval)withoutpermissioninwritingfromthepublisher.MITPressbooksmaybepurchas