diff --git a/slides-pdf/slides_sl.pdf b/slides-pdf/slides_sl.pdf
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diff --git a/slides-pdf/slides_sl.tex b/slides-pdf/slides_sl.tex
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--- a/slides-pdf/slides_sl.tex
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-\documentclass[11pt,compress]{beamer}
-% deactivate beamer navigation
-%\setbeamertemplate{navigation symbols}{}
-%\usepackage{geometry}
-%\geometry{papersize={180mm, 135mm}, top=-1.5mm} % 210mm, 297mm
-\usepackage{../style/lmu-lecture}
-\setbeamertemplate{frametitle}{\expandafter\uppercase\expandafter\insertframetitle}
-
-\usepackage{tikz}
-
-\usepackage{setspace}
-
-
-
-\AtBeginSection[]
-{
-  \begin{frame}<beamer>
-    \frametitle{Introduction to Machine Learning}
-  \begin{minipage}{\textwidth}
-  %decrease linespacing to display all points
-  \linespread{0.01}\selectfont
-  \begin{spacing}{0.001}
-  \begin{small}
-  \tableofcontents[currentsection, subsectionstyle=hide]
-  \end{small}
-  \end{spacing}
-  \end{minipage}
-  \end{frame}
-}
-% includepdf slides, pagecommad will set counter for framenumber
-\usepackage{pdfpages}
-\includepdfset{trim=0mm 0mm 0mm 0mm, pagecommand={\global\setcounter{framenumber}{\value{page}}}}
-% trim=0mm 6mm 0mm 0mm, offset=0 15,
-% add footer:
-  \usepackage{framed, color}
-\usepackage{xcolor}
-%\iffalse
-\setbeamertemplate{footline}[text line]{%
-  \noindent\hspace*{\dimexpr-\oddsidemargin-1in\relax}%
-  \colorbox{white}{
-    \makebox[\dimexpr\paperwidth-2\fboxsep\relax]{
-      \color{black}
-      \begin{minipage}[c][4.5ex][c]{0.5\linewidth}
-      \secname
-      \end{minipage}
-      \hfill\begin{minipage}[c][4.5ex][c]{0.5\linewidth}
-      \flushright
-      \insertframenumber{}~/~\inserttotalframenumber~~
-        \end{minipage}
-    }}%
-  \hspace*{-\paperwidth}
-}
-%\fi
-
-
-\title{
-  \hspace{-0.5cm}\centerline{\includegraphics[width=1.05\paperwidth,keepaspectratio, trim={0 15cm 0 5cm}, clip]{titlepage.jpg}}
-  \medskip
-  Supervised Learning \\
-  \medskip
-  \small All slides
-  \vspace{-1.5cm}
-}
-
-
-
-\begin{document}
-\setbeamercolor{background canvas}{bg=}
-
-\begin{frame}[noframenumbering,plain]
-\maketitle
-\end{frame}
-
-
-% General remark: hyperlinks in included pdfs are not clickable anymore in the combined pdf
-
-% Include tuning lecture slides
-\section{Advanced Risk Minimization}
-\input{../slides/advriskmin/chapter-order.tex}
-
-\section{Multiclass Classification}
-\input{../slides/multiclass/chapter-order.tex}
-
-\section{Information Theory}
-\input{../slides/information-theory/chapter-order.tex}
-
-\section{Curse of Dimensionality}
-\input{../slides/cod/chapter-order.tex}
-
-\section{Hypothesis Space}
-\input{../slides/hypospaces-capacity/chapter-order.tex}
-
-\section{Regularization}
-\input{../slides/regularization/chapter-order.tex}
-
-\section{Linear Support Vector Machine}
-\input{../slides/linear-svm/chapter-order.tex}
-
-\section{Nonlinear Support Vector Machine}
-\input{../slides/nonlinear-svm/chapter-order.tex}
-
-\section{Gaussian Processes}
-\input{../slides/gaussian-processes/chapter-order.tex}
-
-\section{Boosting}
-\input{../slides/boosting/chapter-order.tex}
-
-\end{document}
diff --git a/slides-pdf/slides_sl_211018.pdf b/slides-pdf/slides_sl_211018.pdf
deleted file mode 100644
index 5b5e92444..000000000
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