ACSAC/figures/fig_advdebias_fair.tex


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\begin{figure}[!htb]
    \centering
    \begin{minipage}[b]{1\linewidth}
    \centering
    \subfigure[\census (\race)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/census/census_advdeb_dp_lvl_race.pdf}
    }%
    \subfigure[\census (\sex)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/census/census_advdeb_dp_lvl_sex.pdf}
    }
    \end{minipage}\\

    \begin{minipage}[b]{1\linewidth}
    \centering
    \subfigure[\compas (\race)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/compas/compas_advdeb_dp_lvl_race.pdf}
    }%
    \subfigure[\compas (\sex)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/compas/compas_advdeb_dp_lvl_sex.pdf}
    }
    \end{minipage}\\

    \begin{minipage}[b]{1\linewidth}
    \centering
    \subfigure[\meps (\race)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/meps/meps_advdeb_dp_lvl_race.pdf}
    }%
    \subfigure[\meps (\sex)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/meps/meps_advdeb_dp_lvl_sex.pdf}
    }
    \end{minipage}\\


    \begin{minipage}[b]{1\linewidth}
    \centering
    \subfigure[\lfw (\race)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/lfw/lfw_advdeb_dp_lvl_race.pdf}
    }%
    \subfigure[\lfw (\sex)]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/lfw/lfw_advdeb_dp_lvl_sex.pdf}
    }
    \end{minipage}

    \caption{\dempar-Level for \advdebias: We observe that \dempar-Level is lower for \advdebias indicating $\targetmodel$ is fair.}
    \label{fig:DemParAdvDebias2}
\end{figure}