\(
\newcommand{\vect}[1]{\mathbf{#1}}
\newcommand{\mat}[1]{\mathbf{#1}}
\newcommand{\R}{\mathbb{R}}
\newcommand{\E}{\mathbb{E}}
\newcommand{\Prob}{\mathbb{P}}
\newcommand{\T}{^{\top}}
\newcommand{\norm}[1]{\lVert #1 \rVert}
\newcommand{\abs}[1]{\lvert #1 \rvert}
\newcommand{\ihat}{\mkern1mu\hat{\boldsymbol{\imath}}\mkern2mu}
\newcommand{\jhat}{\mkern1mu\hat{\boldsymbol{\jmath}}\mkern2mu}
\newcommand{\pd}[2]{\frac{\partial #1}{\partial #2}}
\newcommand{\argmax}{\operatorname*{arg\,max}}
\newcommand{\argmin}{\operatorname*{arg\,min}}
\newcommand{\cdata}[1]{\class{c-data}{#1}}
\newcommand{\cmodel}[1]{\class{c-model}{#1}}
\newcommand{\ctruth}[1]{\class{c-truth}{#1}}
\newcommand{\cgrad}[1]{\class{c-grad}{#1}}
\newcommand{\closs}[1]{\class{c-loss}{#1}}
\newcommand{\cparam}[1]{\class{c-param}{#1}}
\newcommand{\csecond}[1]{\class{c-second}{#1}}
\renewcommand{\,}{\mkern3mu}
\)
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