Kernel Ridgeless Regression is Inconsistent for Low Dimensions

05/26/2022
by   Daniel Beaglehole, et al.
6

We show that kernel interpolation for a large class of shift-invariant kernels is inconsistent in fixed dimension, even with bandwidth adaptive to the training set.

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