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Banach spaces, function spaces, real functions, integral transforms, theory of distributions, measure theory.

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Relation between minimizer of regularized risk & risk in statistical learning theory

In supervised machine learning, we typically take a Risk Minimization (RM) point of view when formulating a problem. So, what we typically solve for is the following: $$ R^L(h) = \underset{h\in\mathca …
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