Kernels for Vector-Valued Functions A Review
Kernelmethodsareamongthemostpopulartechniquesinmachinelearning.Fromaregularizationperspec-tivetheyplayacentralroleinregularizationtheoryastheyprovideanaturalchoiceforthehypothesesspaceandtheregularizationfunctionalthroughthenotionofreproducingkernelHilbertspaces.Fromaprobabilisticper-
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