Dual representation of Ridge regression
Proof of valid kernel
Given the kernel , we need to prove
Rearrange terms using the bilinearity of the dot product:
Simplify using the definition of the Euclidean norm:
Therefore, for any and
Linear Kernel
Creator
Creator
Seonglae ChoCreated
Created
2024 Dec 6 15:6Editor
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Seonglae ChoEdited
Edited
2025 May 19 16:2Refs
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