Kernels, Polysemy and AI

This post explores the difference between the two types of kernels in AI. The first use of “kernel” refers to a small window that one slides over an n dimensional surface, such as a 2D image, in order to detect features. The second kernel, β kernel, is an elemental building block of a Machine Learning model from which larger models are composed.


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