avnacé aia, remerciement notations, notes

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diff --git a/ACSAC/figures/fig_advdebias_utility.tex b/ACSAC/figures/fig_advdebias_utility.tex
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+\begin{figure}[!htb]
+    \centering
+    \begin{minipage}[b]{1\linewidth}
+    \centering
+   \subfigure[\census]{
+   \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/census/census_advdeb_utility.pdf}
+   }%
+    \subfigure[\compas]{
+    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/compas/compas_advdeb_utility.pdf}
+    }
+    \end{minipage}\\
+   \begin{minipage}[b]{1\linewidth}
+   \centering
+   \subfigure[\meps]{
+   \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/meps/meps_advdeb_utility.pdf}
+   }%
+    \subfigure[\lfw]{
+    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/lfw/lfw_advdeb_utility.pdf}
+    }
+   \end{minipage}
+    \caption{Utility degradation for \advdebias: We observe a statistically significant drop in $\targetmodel$'s accuracy on using \advdebias.}
+    \label{fig:utilityAdvDebias2}
+\end{figure}
\ No newline at end of file