Empty Eth Presentation

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\usepackage{caption}								% In presentation we should keep the caption little smaller
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\usepackage{comment}							% Just to show you the possible colors (see below)

\newcommand{\themename}{\textbf{\textsc{metropolis}}\xspace}
\newcommand{\rom}[1]
    {\MakeUppercase{\romannumeral #1}}

\newcommand{\shapelet}     {s}                               % one shapelet
\newcommand{\shapelets}    {\mathcal{S}}                     % set of shapelets
\newcommand{\oneseries}    {T}                               % one time series
\newcommand{\allseries}    {\mathcal{T}}                     % set of time series
\newcommand{\featurevector}{\phi}                            % feature vector
\newcommand{\landau}[1]    {\mathcal{O}\left(#1\right)}      % complexity symbol
\renewcommand{\natural}{\mathds{N}}                          % natural numbers
\newcommand{\longmethod}{Wasserstein Time Series Kernel}

\DeclareMathOperator{\kernel}     {k}                        % generic kernel
\DeclareMathOperator{\basekernel} {\kernel_{\text{base}}}    % base kernel
\DeclareMathOperator{\dist}       {dist}                     % distance function
\DeclareMathOperator{\metric}     {\dist}                    % synonym for  `\dist`
\DeclareMathOperator{\wasserstein}{W\!}                      % Wasserstein distance
\DeclareMathOperator{\Method}     {WTK}                      % use this as an operator and make it

\title{A Wasserstein Subsequence Kernel for Time Series}
\subtitle{}
\date{\today}
\author{\textbf{Christian Bock, Matteo Togninalli}, Elisabetta Ghisu, Thomas Gumbsch, \\ Bastian Rieck, Karsten Borgwardt}
\institute{Department of Biosystems Science and Engineering \\ Machine Learning and Computational Biology Group}
\titlegraphic{
	\hfill
	\includegraphics[width=1.4cm]{eth_logo_kurz_pos.pdf}
}

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\begin{document}

\maketitle


\begin{frame}{ETH Colors}
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\begin{frame}{Table of contents (internal)}
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\section{Motivation}

\begin{frame}{Time Series Classification in a Nutshell}
	\input{nutshell.tex}
\end{frame}

\section{Feature Space: Subsequences and Optimal Transport}
\begin{frame}{Subsequence Extraction}
	\input{subsequence_extraction.tex}	
\end{frame}

\begin{frame}{Subsequence Distance Matrix}
	\input{subsequences_distance.tex}
\end{frame}

\section{Optimal Transport and the Wasserstein Distance}

\begin{frame}{Optimal Transport}
	\input{OT_history.tex}
\end{frame}

\begin{frame}{The Swiss Kantorovich Problem}
	\input{kantorovich_0.tex}
\end{frame}

\begin{frame}{The Swiss Kantorovich Problem}
	\input{kantorovich_1.tex}
\end{frame}

% \begin{frame}{Wasserstein Distance on Time Series}
%   \centering
%   \begin{columns}
%   \begin{column}{columnwidth=0.33\linewidth}
%   \subcaptionbox{Subsequence distance matrix\label{sfig:Subsequence distance matrix}}{
%     \includegraphics[height=3.0cm, width=3.5cm]{figures/subsequence_distances.pdf}
%   }
%   \end{column}
%   \subcaptionbox{Optimal transport plan\label{sfig:Optimal transport plan}}{%
%     \includegraphics[height=3.0cm, width=3.5cm]{figures/optimal_transport.pdf}
%   }
%   \subcaptionbox{Transport plan visualisation\label{sfig:Intuition transport plan}}
%   {%
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%         \addplot[
%           Set1-B, thick, no marks,
%           y filter/.expression = {
%             y - 10
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%         ] table[x=x, y=a, col sep=comma] {./data/overview_TS_2.csv};

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\section{A Wasserstein Kernel for Time Series}
	\input{wtk.tex}

\section{Results}
\input{results.tex}

\section{Take aways}



\begin{frame}[standout]
  Questions?
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\begin{frame}[allowframebreaks]{References}

  \bibliography{ref}
  \bibliographystyle{abbrvnat}

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\appendix

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