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