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main.tex
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\documentclass[11pt,article,oneside,a4paper]{memoir}
%% Packages
%% ========
%% many common packages
\input{commonpackages}
%% Some more packages that you may want to use. Have a look at the
%% file, and consult the package docs for each.
\input{extrapackages}
%% Our layout configuration.
\input{layoutsetup}
%% Theorem environments. You will have to adapt this for a German
%% thesis.
\input{theoremsetup}
%% Helpful macros.
\input{macrosetup}
%%page layout settings and listing templates etc.
\input{settings}
\title{Machine Learning, Fall Semester 2015}
\author{
Diana Ponce-Morado\\
Joachim Ott\\
Imanol Studer\\
Benjamin Ellenberger\\
\vspace{2em}
Github (git/svn) repository page:\\ \url{https://github.com/benelot/eth-machine-learning-summary}\\
Contact \href{mailto:[email protected]}{[email protected]} if you have any questions.}
\thesistype{The Cherry-Picking Summary of the lectures in 2015}
\advisors{Professor:\\ Prof.\ Dr.\ Joachim Maximilian Buhmann}
\department{Institute of Neuroinformatics}
\date{\today}
\begin{document}
\frontmatter
%% Title page is auto-generated from document information above.
%% DO NOT CHANGE.
\begin{titlingpage}
\calccentering{\unitlength}
\begin{adjustwidth*}{\unitlength-24pt}{-\unitlength-24pt}
\maketitle
\end{adjustwidth*}
\end{titlingpage}
\mainmatter
\newpage
\chapterprecishere{
As in Cherry-picking, a term taken from revision control, where it denotes moving only some revisions from one branch to another, we cherry-pick the most understandable explanations and definitions into one summary to summarize the content of the lecture about Machine Learning of Prof. Joachim Buhmann. Of course we tell you the source of the explanation even if we do not properly cite or properly reference, which separates us from a gang of kanging academics.\\---}
\newpage
%% This change is needed if the article option for the memoir document class
%% is used, in order to count sections (article) as if they were chapters (memoir)
\counterwithout{section}{chapter}
%% Our content
\newpage
\clearpage
\pagenumbering{roman}
\setcounter{tocdepth}{3}
\setcounter{secnumdepth}{2}
\tableofcontents
\clearpage
\pagenumbering{arabic}
\newpage
\includepdf[pages={3-33,36-47},addtotoc={
3,section,1,A refresher on Probabilities,sec:probabilityRefresher,
4,subsection,2,Literature,subsec:literature,
7,subsection,2,Random Variables,subsec:rv,
14,subsubsection,3,Joint Probabilities,subsubsec:jp,
15,subsubsection,3,Conditional Probability,subsubsec:cp,
17,subsubsection,3,Marginalization,subsubsec:m,
23,subsection,2,The Chain Rule,subsec:c,
24,subsection,2,Bayes Rule,subsec:br,
25,subsection,2,Independence,subsec:i,
27,subsection,2,Expectation,subsec:ex,
28,subsection,2,Variance and Covariance,subsec:var,
34,subsection,2,Gaussian Distribution,subsec:gauss,
40,subsection,2,Data vs. Distribution,subsec:dvd,
42,subsection,2,Empirical distribution,subsec:ed,
44,subsection,2,Types of Convergence,subsec:toc,
45,subsection,2,Weak Law of Large Numbers,subsec:lln,
46,subsection,2,Relationships and Transformations,subsec:rnt
},nup=2x2,landscape=true]{iml_tutorial_01.pdf}
\subfile{01-Representations.tex}
\subfile{02-Regression.tex}
\subfile{03-NumericalEstimationTechniques.tex}
\subfile{04-Classification.tex}
\subfile{05-ParametricModels.tex}
\subfile{06-GaussianProcesses.tex}
\subfile{06-LinearDiscriminantFunctions.tex}
\subfile{07-SVMs.tex}
\subfile{08-NonlinearSVMs.tex}
\subfile{09-ClassifierEnsembleMethods.tex}
\subfile{10-UnsupervisedLearning.tex}
\subfile{11-NeuralNetworks.tex}
\subfile{12-MixtureModels.tex}
\subfile{13-LearningTimeSeries.tex}
\subfile{14-DimensionReduction.tex}
\pagebreak
\def\cheatsheet{2014}
\subfile{15-Cheatsheet2014-BE.tex}
\pagebreak
\subfile{15-Cheatsheet2014-JO.tex}
\pagebreak
\subfile{15-Cheatsheet2014-IS.tex}
\pagebreak
\subfile{15-Cheatsheet2014-CVDP.tex}
\pagebreak
\pagebreak
\subfile{15-Cheatsheet2013.tex}
\pagebreak
\section{Exams}
%we include the past exams and give sample solutions.
\includepdf[pages={1,3-18},nup=2x2,addtotoc={
1,subsection,2,Exam 2012,subsec:exam2012}]{docs/exams/exam2012.pdf}
\pagebreak
\includepdf[pages={1-10},nup=2x2,addtotoc={
1,subsection,2,Exam Solutions 2012,subsec:examsol2012},angle=180]{docs/exam-solution-drafts/exam2012.pdf}
\includepdf[pages={1-10},nup=2x2,addtotoc={
1,subsection,2,Exam Solutions continued 2012,subsec:examsol2012},angle=180]{docs/exam-solution-drafts/exam2012-2.pdf}
\pagebreak
\subfile{15-Exam2012-solution.tex}
\pagebreak
\includepdf[pages={1-19},nup=2x2,addtotoc={
1,subsection,2,Exam 2011,subsec:exam2011}]{docs/exams/exam2011.pdf}
\pagebreak
\includepdf[pages={1-12},nup=2x2,addtotoc={
1,subsection,2,Exam Solutions 2011,subsec:examsol2011},angle=180]{docs/exam-solution-drafts/exam2011.pdf}
\pagebreak
\subfile{15-Exam2011-solution.tex}
\pagebreak
\includepdf[pages={1,3-5,7-11,13-17,19-23,25-29},nup=2x2,addtotoc={
1,subsection,2,Exam 2010,subsec:exam2010}]{docs/exams/exam2010.pdf}
\pagebreak
\includepdf[pages={1,3-5,7-11,13-17,19-23,25-29},nup=2x2,addtotoc={
1,subsection,2,Exam Solutions 2010,subsec:examsol2010},angle=180]{docs/exam-solution-drafts/exam2010.pdf}
\pagebreak
\subfile{15-Exam2010-solution.tex}
\pagebreak
\includepdf[pages={1-21},nup=2x2,addtotoc={
1,subsection,2,Exam 2009,subsec:exam2009}]{docs/exams/exam2009.pdf}
\pagebreak
\includepdf[pages={1-21},nup=2x2,addtotoc={
1,subsection,2,Exam Solutions 2009,subsec:examsol2009},angle=180]{docs/exam-solution-drafts/exam2009.pdf}
\pagebreak
\subfile{15-Exam2009-solution.tex}
\pagebreak
\subfile{16-Glossary.tex}
\subfile{17-TODO.tex}
\end{document}