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title: "Chapter 11.12: Maximum Likelihood Estimation vs Empirical Risk Minimization I"
title: "Chapter 11.11: Maximum Likelihood Estimation vs Empirical Risk Minimization I"
weight: 11011
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We discuss the connection between maximum likelihood estimation and risk minimization, then demonstrate the correspondence between a Gaussian error distribution and \\(L2\\) loss.