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diff --git a/background/main.tex b/background/main.tex
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@@ -43,12 +43,7 @@ a & b & a\iff b & a\implies b & a\wedge b & a\vee b & \neg a\\
\subsection{Optimisation}
\label{sec:background-opti}
- \subsubsection{Multiplicateurs de Lagrange}
-
- \subsubsection{Descente de gradient}
- \paragraph{Descente de gradient stochastique}
-
- \paragraph{Descente de gradient exponentiée}
+ \input{background/opti}
\section{Apprentissage automatique}
\label{sec:background-ml}