skewness.tex (569B)
1 \begin{frame}{Skewness Loss}% 2 \begin{columns}% 3 \begin{column}{6cm}% 4 \centering% 5 \input{mainmatter/fitb/problem 1.tex}% 6 \end{column} 7 \begin{column}{7cm}% 8 \begin{block}{Ensure Confidence} 9 \begin{equation*} 10 \loss{S}(\vctr{\phi}) = \expectation_{(\rndm{s}, \rndmvctr{e})\sim \uniformDistribution(\dataSet)} \left[ \entropy(\rndm{R} \mid \rndm{s}, \rndmvctr{e}; \vctr{\phi}) \right] 11 \end{equation*} 12 13 \bigskip 14 15 The entropy of the relation distribution must be low for each sample. 16 \end{block} 17 \end{column} 18 \end{columns} 19 \end{frame}