Gaussian Processes and Bayesian Regression
Every other model returns a number. This one returns a distribution.
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Support Vector Machines and Kernel Methods
One criterion produces both of the method’s famous properties.
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k-NN and the Curse of Dimensionality
The cleanest instrument for studying what ‘closest’ means, and the answer is uncomfortable.