Adding first remakrs
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12
annexe.tex
12
annexe.tex
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@ -86,10 +86,10 @@
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\item BIC-L = ICLv mais sans la pénalité sur l'entropie et la rajoutant à la fin
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\end{itemize}
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\begin{align*}
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\text{BIC}(\hat{\theta}) & = \log p(\mathbf{Y};\hat{\theta}) - \frac{1}{2} \text{pen}(\dots) \\
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& = \Esp_{\mathbf{Z}, \mathbf{W}|\mathbf{Y}} [\log p(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta})] + \mathcal{H}(p(\mathbf{Z},\mathbf{W}|\mathbf{Y})) - \frac{1}{2} \text{pen}(\dots) \\
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\text{ICL}(\hat{\theta}) & = \Esp_{\mathbf{Z}, \mathbf{W}|\mathbf{Y}} [\ell_c(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta})] - \frac{1}{2} \text{pen}(\dots) \\
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\text{BIC-L}(\hat{\theta}, \hat{\tau}) & = \Esp_{\mathcal{R}_{\mathbf{Y}, \hat{\tau}}}[\ell_c(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta}^{\text{var}})] + \mathcal{H}(\mathcal{R}_{\mathbf{Y}, \hat{\tau}}) - \frac{1}{2} \text{pen}(\dots) \\
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\text{BIC}(\hat{\theta}) & = \log p(\mathbf{Y};\hat{\theta}) - \frac{1}{2} \text{pen}(\dots) \\
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& = \Esp_{\mathbf{Z}, \mathbf{W}|\mathbf{Y}} [\underbrace{\log p(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta})}_{\ell_c(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta})}] + \mathcal{H}(p(\mathbf{Z},\mathbf{W}|\mathbf{Y})) - \frac{1}{2} \text{pen}(\dots) \\
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\text{ICL}(\hat{\theta}) & = \Esp_{\mathbf{Z}, \mathbf{W}|\mathbf{Y}} [\ell_c(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta})] - \frac{1}{2} \text{pen}(\dots) \\
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\text{BIC-L}(\hat{\theta}, \hat{\tau}) & = \Esp_{\mathcal{R}_{\mathbf{Y}, \hat{\tau}}}[\ell_c(\mathbf{Y},\mathbf{Z},\mathbf{W};\hat{\theta}^{\text{var}})] + \mathcal{H}(\mathcal{R}_{\mathbf{Y}, \hat{\tau}}) - \frac{1}{2} \text{pen}(\dots) \\
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\end{align*}
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\end{frame}
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@ -105,7 +105,7 @@
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\end{column}
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\begin{column}{0.35\linewidth}
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\begin{itemize}
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\item Initial model~:\\
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\item Initial model~: \\ \vspace{0.125\baselineskip}
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\begin{tikzpicture}
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\draw[fill=gray, draw=gray] circle [radius=0.225cm];
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\end{tikzpicture}
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@ -114,7 +114,7 @@
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\begin{tikzpicture}
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\draw[fill=blueind, draw=blueind] circle [radius=0.225cm];
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\end{tikzpicture}
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\item Model maximizing the criterion~:\\
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\item Model maximizing the criterion~:\\ \vspace{0.125\baselineskip}
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\begin{tikzpicture}
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\draw[fill=white, draw=green, very thick] circle [radius=0.225cm];
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\end{tikzpicture}
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@ -414,7 +414,7 @@
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\path (towns_spe_red) edge[->,thick] (spe);
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}
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\end{tikzpicture}
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\caption{Shared structure of the 4 networks}\label{fig:shared}
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\caption{Shared structure ($\alpha$ matrix) of the four networks}\label{fig:shared}
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\end{figure}
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\end{column}
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\end{columns}
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@ -431,7 +431,7 @@
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\centering
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\includegraphics[scale=0.1]{backup-app-iid-struct1.png}
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\includegraphics[scale=0.2]{backup-app-iid-struct2.png}
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\caption{Model $iid$, separate African (left) and English (right) networks}
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\caption{Model $iid$, separate Kenyan (left) and British (right) networks}
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\end{figure}
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\end{frame}
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\begin{frame}
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