拉普拉斯特征映射精华

拉普拉斯特征映射是用局部的角度去构建数据之间的关系。如果两个数据实例i和j很相似，那么i和j在降维后目标子空间中应该尽量接近。它的直观思想是希望相互间有关系的点（在图中相连的点）在降维后的空间中尽可能的靠近。Laplacian Eigenmaps可以反映出数据内在的流形结构。

为什么说LE（拉普拉斯特征映射）是非线性的，而LPP...
- https://www.zhihu.com/question/51278324
A Brief Summary of Dimensionality Reduction | Hao's Blog
- http://escse.github.io/2016/05/11/A-Brief-Summary-of-Dimensionality-Reduction/
Discussion of “Spectral Dimensionality Reduction via...”
- http://lvdmaaten.github.io/publications/papers/AISTATS_2011b.pdf
Matlab Toolbox for Dimensionality Reduction – Laurens van...
- http://lvdmaaten.github.io/drtoolbox/
求简要介绍一下流形学习的基本思想？ - 知乎
- https://www.zhihu.com/question/24015486
178 iccv-2013-From Semi-supervised to Transfer Counting of...
- http://makerhacker.github.io/paper-mining/iccv/iccv2013_reference/iccv-2013-From_Semi-supervised_to_Transfer_Counting_of_Crowds_reference.html
Name: Kushal Arora
- http://kushalarora.github.io/assets/AMLProjectReport.pdf
153 nips-2007-People Tracking with the Laplacian...
- http://makerhacker.github.io/paper-mining/nips/nips2007/nips-2007-People_Tracking_with_the_Laplacian_Eigenmaps_Latent_Variable_Model.html
Afnity Measures based on the Graph Laplacian
- http://callison-burch.github.io/publications/graph-laplacian-affinity-measures.pdf
BibSLEIGH — laplacian stem
- http://bibtex.github.io/word/laplacian.html
Spectral Methods | Laplacian Eigenmaps
- https://jlmelville.github.io/smallvis/spectral.html
t-SNE Initialization Options
- https://jlmelville.github.io/smallvis/init.html
BibSLEIGH — eigenmap stem
- http://bibtex.github.io/word/eigenmap.html
LaplacianEigenmap
- http://haifengl.github.io/smile/api/java/smile/manifold/LaplacianEigenmap.html
李宏毅机器学习2016...
- https://zhuanlan.zhihu.com/p/33077483
zhihu.com/lives
- https://www.zhihu.com/lives
zhihu.com/question/36151980
- https://www.zhihu.com/question/36151980
最大熵模型 - tracholar's personal knowledge wiki
- http://tracholar.github.io/wiki/machine-learning/maxent.html
Sift : Scale Space
- http://jiehust.github.io/image%20processing/2013/09/01/SIFT%20:-Scale-Space/
学习复变函数与积分变换有什么用途？ - 知乎
- https://www.zhihu.com/question/31123817

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