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HessianSSR

于 2013-08-30 发布文件大小:15KB

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下载积分: 1 下载次数: 18

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代码说明：

基于Hessian能量的半监督回归，并将其应用于半监督维数约简。(This is code for the semi-supervised regression using Hessian energy. Kwang In Kim, Florian Steinke and Matthias Hein, "Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction" NIPS 2009)

文件列表：

AddCodesforDigits
.................\DisplayPatches.m,1444,2009-03-11
.................\EucDist.m,578,2009-11-19
.................\MarkEmbeddingPath.m,1678,2009-11-19
.................\Plot3DCoordsofImgs.m,535,2009-11-06
CompactKernel.m,1911,2009-08-10
ComputeX.m,446,2009-02-11
ConstructHessian.m,4813,2009-11-19
ConstructLocalHessian.m,1349,2009-11-06
ExampleDigits.m,4276,2009-11-19
ExampleSinusoidsonSpiral.m,2640,2009-11-06
ExampleTwoPointsonSpiral.m,2581,2009-11-06
ForwardPCA.m,361,2009-11-04
GetKNN.m,2378,2009-11-19
GetNormalCoordG.m,2034,2009-11-04
GetNormalCoordGGivenTS.m,1018,2009-11-04
PerformPCA.m,1077,2009-11-04
PerformRegression.m,1769,2009-11-19
Plot3DCoordsofImgs.m,535,2009-11-06
readme.txt,3807,2009-11-19

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