\documentclass{beamer}
% \usepackage[british]{babel}
\usepackage[utf8]{inputenc} % This package will support Turkish chars
\usepackage{bilkentbeamer} % beamer style
\usepackage{graphicx,hyperref,url}
\usepackage{amsmath} % mathematics.
\usepackage{amssymb} % symbols
\usepackage{stmaryrd} % some CS related symbols
\usepackage{color}
% Some useful colors
\colorlet{darkblue}{blue!70!black}
\colorlet{darkgreen}{green!70!black}
\colorlet{darkred}{red!70!black}
% Put this preamble if you want to show at the beginning of each section
% where the current section is in the outline.
% \AtBeginSection[]
% {
% \begin{frame}
% \frametitle{Outline}
% \tableofcontents[currentsection]
% \end{frame}
% }
% The title of the presentation:
% - first a short version which is visible at the bottom of each slide;
% - second the full title shown on the title slide;
\title[Bottom of the Slide Title]{Full Title}
% Optional: a subtitle to be displayed on the title slide
\subtitle{subtitle}
% The author(s) of the presentation:
% - again first a short version to be displayed at the bottom;
% - next the full list of authors, which may include contact information;
\author[Alican Büyükçakır]{
Alican Büyükçakır \\\medskip
{\small \url{alicanbuyukcakir@bilkent.edu.tr}} \\
{\small \url{http://abuyukcakir.github.io}}}
% The institute:
% - to start the name of the university as displayed on the top of each slide
% this can be adjusted such that you can also create a Dutch version
% - next the institute information as displayed on the title slide
\institute[Bilkent University]{
Bilkent Information Retrieval Group -- Computer Engineering Department \\
Bilkent University}
% Add a date and possibly the name of the event to the slides
% - again first a short version to be shown at the bottom of each slide
% - second the full date and event name for the title slide
\date[22 Oct 2018]{
Event Name, City, Country. \\
22 Oct 2018}
\begin{document}
\begin{frame}
\titlepage
\end{frame}
\begin{frame}
\frametitle{Outline}
\tableofcontents
\end{frame}
% Section titles are shown in at the top of the slides with the current section
% highlighted. Note that the number of sections determines the size of the top
% bar, and hence the university name and logo. If you do not add any sections
% they will not be visible.
\section{Introduction}
\subsection{Motivation}
\begin{frame}
\frametitle{Motivation}
Lorem ipsum dolor sit amet?
\end{frame}
\begin{frame}{Challenges of Data Streams}
Data streams are environments where vast amounts of (possibly infinite) data are generated at high speed. Challenges \cite{bifet2009new}:
\begin{enumerate}
\item Can see the data once and only once.
\item Should be able to predict at any time.
\item Memory constraint.
\item Robustness to concept drifts.
\end{enumerate}
\end{frame}
\begin{frame}{Multi-label Classification}
When a data instance is classified into:
\begin{itemize}
\item just one label $\lambda \in \mathcal{L}$: single-label classification.
\item one or more (a subset of) labels $L^* \subseteq \mathcal{L}$: multi-label classification (MLC).
\begin{itemize}
\item For $L$-many labels, $2^L$ possible label sets. Combinatorial explosion?
\end{itemize}
\end{itemize}
\begin{examples}
Gene function prediction, text categorization and tagging, movie genre classification, image scene classification, ...
\end{examples}
\end{frame}
\subsection{Problem Definition}
\begin{frame}{Problem Definition}
You can insert figures as follows...
\begin{figure}
\centering
\includegraphics[width=\columnwidth]{images/multi-label-stream-classification-fig1.pdf}
\caption{MLSC task. with $L=4$. Labels predicted as relevant are filled with yellow. Also, see ITTT (interleaved-test-then-train).}
\label{fig:mlsc}
\end{figure}
\end{frame}
\section{Related Work}
\begin{frame}{Related Work}
We need to know two things:
\begin{enumerate}
\item How are multi-label problems tackled in general?
\item What do the ensembles in MLSC task generally do?
\end{enumerate}
\end{frame}
\section{Main Work}
\subsection{The Idea}
\begin{frame}
\frametitle{Main Work}
\begin{alertblock}{Alert Block Title}
Alert block has a title and it s red.
\end{alertblock}
\begin{block}{The basis}
Block is of the same color of the presentation itself.
Can also use items in blocks
\begin{itemize}
\item split
\item whale
\item rounded
\item orchid
\end{itemize}
\end{block}
\end{frame}
\subsection{Another Subsection}
\section{Experiments and Results}
\begin{frame}{Statistical Significance}
We used Friedman test with Nemenyi post-hoc analysis \cite{demvsar2006statistical}.
\end{frame}
\section{Discussion and Conclusion}
\begin{frame}
\frametitle{Discussion}
\begin{itemize}
\item Easy to use
\item Good results
\end{itemize}
\end{frame}
% \section{References}
% Put references into a 'tiny' group so that more than 3 references can fit into one page.
\begingroup
\tiny % or you can use: Tiny, small, Small
\begin{frame}[allowframebreaks] %with allowframebreaks, references are divided into pages automatically.
\frametitle{References}
\bibliographystyle{apalike}
\bibliography{bibliography}
\end{frame}
\endgroup
\end{document}

PDF Preview
Create an account to compile and preview