Kernel algorithms - PowerPoint PPT Presentation

Introduction to Kernels

Introduction to Kernels. (chapters 1,2,3,4). Max Welling October 1 2004. Introduction. What is the goal of (pick your favorite name): - Machine Learning - Data Mining - Pattern Recognition - Data Analysis - Statistics

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Kernel-class

Kernel-class. Jan. 13 2005. Recap : Feature Spaces. non-linear mapping to F 1. high-D space 2. infinite-D countable space : 3. function space (Hilbert space). example:. Recap : Kernel Trick. Note: In the dual representation we used the Gram matrix to express the solution.

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206 views • 9 slides

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