• [Note]ESL-6-Kernel Smoothing Methods

  2 min read   ·   October 19, 2013

  2013   ·   Kernel   local     ·   The_Elements_of_Statistical_Learning  

• [Note]ESL-5-Basis Expansions and Regularization

  3 min read   ·   October 7, 2013

  2013   ·   basis   spline   df   OLS     ·   The_Elements_of_Statistical_Learning  

• [Note][KDD]Simple and Deterministic Matrix Sketching

  2 min read   ·   September 17, 2013

  2013   ·   matrix   sketching   online     ·   KDD  

• [Note]ESL-4.3-Linear Discriminant Analysis

  3 min read   ·   September 6, 2013

  2013   ·   classification   discriminant   Fisher   PCA     ·   The_Elements_of_Statistical_Learning  

• [Note]ESL-3.4.1节-Ridge Regression

  1 min read   ·   September 3, 2013

  2013   ·   regression   ridge   PCA     ·   The_Elements_of_Statistical_Learning