distribution distance.tex (532B)
1 \begin{frame}{Distribution Distance Loss}% 2 \begin{columns}% 3 \begin{column}{6cm}% 4 \centering% 5 \input{mainmatter/fitb/problem 2.tex}% 6 \end{column} 7 \begin{column}{7cm}% 8 \begin{block}{Ensure Diversity} 9 \begin{equation*} 10 \loss{D}(\vctr{\phi}) = \kl(P(\rndm{R}\mid\vctr{\phi}) \mathrel{\|} \uniformDistribution(\relationSet)) 11 \end{equation*} 12 13 \bigskip 14 15 At the level of the dataset (or mini-batch) the distribution of relations must be uniform. 16 \end{block} 17 \end{column} 18 \end{columns} 19 \end{frame}