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Gaussian Process, not quite for dummies - Yuge Shi

I have procrastinated reading up about Gaussian process for many many moons. However, as always, Id like to think that this is not just due to my procrastination superpowers. Whenever I look up Gaussian Process on Google, I find these well-written tutorials with vivid plots that explain everything up until non-linear regression in detail, but shy away at the very first glimpse of any sort of information theory. The key takeaway is always,