prosem2/slides.tex

231 lines
7.3 KiB
TeX
Raw Normal View History

2022-09-23 12:02:11 +02:00
% arara: lualatex: { shell : yes }
% arara: lualatex: { shell : yes }
% arara: biber
% arara: lualatex: { shell : yes }
% arara: lualatex: { shell : yes }
% !TeX document-id = {d42c9162-1096-4f40-8a62-8cb41704ea7c}
% !TeX spellcheck = de_DE
% !TeX TXS-program:compile = txs:///lualatex/[--shell-escape]
% !BIB program = biber
\input{header}
% Document content
\begin{document}
\begin{frame}
\setcounter{framenumber}{0}
\hfill%\includegraphics[width=2cm]{ls9.png}
\begin{textblock*}{1cm}(9.9cm,0.5cm) % {block width} (coords)
%\fbox{\includegraphics[width=0.7cm]{ls9.png}}
\includegraphics[width=0.7cm]{ls9.png}
\end{textblock*}
\titlepage
\end{frame}
%\begin{frame}
% \frametitle{\contentsname}
% \tableofcontents[hideothersubsections]
%\end{frame}
\section{Organisation}
\begin{frame}
\frametitle{Today}
\begin{columns}
\begin{column}{.475\textwidth}
\begin{itemize}
\item Kick-Off Meeting
\item Some Formalities
\item Short Overview of the Topics
\end{itemize}
\end{column}
\begin{column}{.475\textwidth}
\begin{itemize}
\item Organised by
\item Chiara Balestra (chiara.balestra@cs.uni-dortmund.de)
\item Simon Klüttermann (simon.kluettermann@cs.tu-dortmund.de)
\end{itemize}
\end{column}
\end{columns}
\end{frame}
\begin{frame}
\frametitle{Objective of this Seminar}
\begin{itemize}
\item Introduction to some fundamental research problems
\begin{itemize}
\item Researching current scientific ideas
\item Understanding benefits and drawbacks of state-of-the-art techniques
\item Writing a clear and concisive scientific report
\item Presenting and discussing your findings
\end{itemize}
\end{itemize}
\rightarrow Great start for a bachelor thesis.... \rightarrow maybe just talk to your supervisor about this
\end{frame}
\begin{frame}
\frametitle{Timeline}
\begin{enumerate}
\item Kick-Off Meeting
\item Choose Topics till 10.10.2022
2022-09-23 12:11:02 +02:00
\item Talk to your supervisor once till 01.11.2022 %let us change this date to something like 28.Oct
\item 5min Presentations of your Topic on 01.11.2022 % this is a bank holiday. 02.11 fits better
2022-09-23 12:02:11 +02:00
\item Write your abstract till 15.11.2022
2022-09-23 12:11:02 +02:00
\item Presentation in Class (end of January/beginning February)
2022-09-23 12:02:11 +02:00
\item Discussion of your Findings (afterwards)
\item Writing of your Report (till two weeks later)
\end{enumerate}
\begin{itemize}
\item All parts required!
\end{itemize}
\vspace{3em}
\begin{itemize}
\item Everything will be done in english. If this is a problem for you, please write us.
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Tasks of this Seminar}
%\begin{itemize}
% \item Required: willingless to learn something new
% \item Also useful: A basic understanding of machine learning, statistics and linear algebra
%\end{itemize}
\begin{enumerate}
\item Choose a couple of topics from our list, you will be assigned to one of them
\item Read and understand the chapter/paper given to you
\item Find, read and understand related literature. It is probably impossible to get a good picture about your topic from just one paper (and chapter)
\item Critically analyze the suggested ideas and compare them to the literature
\end{enumerate}
\begin{itemize}
\item Presentation course (included):
\begin{itemize}
\item 5min presentation of your topic
\item Write an abstract and get feedback
\end{itemize}
\item Final Results:
\begin{itemize}
\item Presentation (25-30min +10min discussion)
\item Written Report (at least 6 Pages double column, ACM template)
\end{itemize}
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Research Culture}
This course is Research oriented
\begin{itemize}
\item Feel free to ask as many Questions as you want
2022-09-23 12:25:41 +02:00
\item If you want to discuss your Topic with somebody, make an appointment with your Supervisor
\item suggestion: Every two weeks!
\item But at least once:
\begin{itemize}
\item before your 5min Presentation,
\item before your Presentation
\item before your Report to discuss the Presentation
\end{itemize}
2022-09-23 12:02:11 +02:00
\end{itemize}
\end{frame}
%\begin{frame}
% \frametitle{\contentsname}
% \tableofcontents[hideothersubsections]
%\end{frame}
\section{Topics}
\begin{frame}
\frametitle{Topics}
\begin{columns}
\begin{column}{0.625\textwidth}
\begin{itemize}
\item Based on the Book "Interpretable Machine Learning" by Christoph Molnar
\item Freely available at christophm.github.io/interpretable-ml-book
\end{itemize}
\begin{itemize}
\item Some Topics contain programming assignments. We suggest using google colab for these.
\end{itemize}
\end{column}
\begin{column}{0.325\textwidth}
\begin{center}
\includegraphics[height=5cm]{illustrations/book.png}
\end{center}
\end{column}
\end{columns}
\end{frame}
\subfile{topics/1.tex}
\subfile{topics/2.tex}
\subfile{topics/3.tex}
\subfile{topics/4.tex}
\subfile{topics/5.tex}
\subfile{topics/6.tex}
\subfile{topics/7.tex}
\subfile{topics/8.tex}
\subfile{topics/9.tex}
\subfile{topics/10.tex}
\subfile{topics/11.tex}
\subfile{topics/12.tex}
\subfile{topics/13.tex}
\subfile{topics/14.tex}
\subfile{topics/15.tex}
\subfile{topics/16.tex}
\subfile{topics/17.tex}
\subfile{topics/18.tex}
\subfile{topics/19.tex}
\subfile{topics/20.tex}
\begin{frame}
\begin{center}
\begin{table}[]
\begin{tabular}{|l|l|l|l|}
\hline
1: Why IML & 2: How IML & 3: Linear ML & 4: Trees \\ \hline
5: Rules & 6: PDP & 7: ALE & 8: Interactions \\ \hline
9: Decomposition & 10: Permutations & 11: Surrogates & 12: Prototypes \\ \hline
13: ICE & 14: Counterfactuals & 15: Shapley Values & 16: Learned Features \\ \hline
17: Saliency Maps & 18: Concepts & 19: Adversarials & 20: Influential Instances \\ \hline
\end{tabular}
\end{table}
\end{center}
\end{frame}
%\begin{frame}
% \begin{itemize}
% \item 1: Prototypes
% \item 2: Adversarial Examples
% \item 3: Pixel Attribution
% \item 4: Shapley Values
% \end{itemize}
%\end{frame}
\end{document}