Support%20Vector%20Regression - PowerPoint PPT Presentation

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Support%20Vector%20Regression

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... Loss Regression. Quadratic e Insensitive Loss. subject to. Optimality Conditions. KKT Optimality Conditions. If . Linear: Nonlinear: General: Solving ... – PowerPoint PPT presentation

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Title: Support%20Vector%20Regression


1
Support Vector Regression
  • e Insensitive Loss Regression
  • Kernel Ridge Regression
  • Gaussian Processes

2
e Insensitive Loss Regression
3
Quadratic e Insensitive Loss
4
subject to
5
  • Optimality Conditions

6
KKT Optimality Conditions
7
If ß
8
Solving
9
Kernel Ridge Regression
10
(No Transcript)
11
Gaussian Processes
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