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diff --git a/ACSAC/figures/fig_egd_fair.tex b/ACSAC/figures/fig_egd_fair.tex new file mode 100644 index 0000000..bed88b8 --- /dev/null +++ b/ACSAC/figures/fig_egd_fair.tex @@ -0,0 +1,46 @@ + +\begin{figure}[!htb] + \centering + \begin{minipage}[b]{1\linewidth} + \centering + \subfigure[\census (\race)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/census/census_egd_dp_lvl_race.pdf} + }% + \subfigure[\census (\sex)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/census/census_egd_dp_lvl_sex.pdf} + } + \end{minipage}\\ + + \begin{minipage}[b]{1\linewidth} + \centering + \subfigure[\compas (\race)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/compas/compas_egd_dp_lvl_race.pdf} + }% + \subfigure[\compas (\sex)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/compas/compas_egd_dp_lvl_sex.pdf} + } + \end{minipage}\\ + + \begin{minipage}[b]{1\linewidth} + \centering + \subfigure[\meps (\race)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/meps/meps_egd_dp_lvl_race.pdf} + }% + \subfigure[\meps (\sex)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/meps/meps_egd_dp_lvl_sex.pdf} + } + \end{minipage}\\ + + \begin{minipage}[b]{1\linewidth} + \centering + \subfigure[\lfw (\race)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/lfw/lfw_egd_dp_lvl_race.pdf} + }% + \subfigure[\lfw (\sex)]{ + \includegraphics[width=0.49\linewidth]{ACSAC/figures/egd/lfw/lfw_egd_dp_lvl_sex.pdf} + } + \end{minipage} + + \caption{\dempar-Level for \egd: We observe that \dempar-Level is lower for \egd than the baseline indicating $\targetmodel$ is fair after \egd.} + \label{fig:DemParegd2} +\end{figure}
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