For questions related to the empirical risk minimization (ERM) problem in learning theory.
Questions tagged [empiral-risk-minimization]
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Realizability Assumption: Why is that for every ERM hypothesis $L_{S}(h_{S})=0$
I'm quoting Understanding Machine Learning: From Theory to Algorithms, Cambridge University Press, 2014:
Definition 2.1 (The Realizability Assumption). There exists $h^{\star} \in \mathcal{H}$ s.t. $L(D, f )(h^{\star}) = 0$. Note that this…
Tran Khanh
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