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thesis-index.tex
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thesis-index.tex
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\documentclass[12pt, a4paper, twoside, english, final]{ETHthesis}
\emergencystretch=1em
\input{_packages}
\input{_macros}
\input{my_packages}
\input{my_macros}
\graphicspath{{figures/intro/}{figures/batchnorm_neurips2021/}{figures/sketchy_aligner/}{figures/tensor_sketching/}{figures/NeurIPS2023_isometry/}{figures/ICML_meanfield_deep/}{figures/grad-nn-iclr24/}{figures/neural_kernel}}
\bibliography{refs.bib}
\begin{document}
\initETHthesis
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% COVER PAGE %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\dissnum{}
% \title{Viewing Neural Networks via Prism of Isometry}
\title{On a Mathematical Understanding of\\ Deep Neural Networks}
\author{Amir Joudaki}
\acatitle{MSc ETH in Computer Science, ETH Zurich}
\dateofbirth{25.06.1989}
\Year{2024}
\examiners{
Prof.\ Dr.\ Gunnar R\"atsch (ETH Zurich), examiner\linebreak
Prof.\ Dr.\ Thomas Hoffman (ETH Zurich), co-examiner \linebreak
Prof.\ Dr.\ Francis Bach (INRIA Paris), co-examiner \linebreak
}
\support{}
\disclaimer{}
\pagestyle{empty}
\hypersetup{pageanchor=false}
\maketitle
\hypersetup{pageanchor=true}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% PREAMBLE %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\pagestyle{plain}
\pagenumbering{roman}
\include{chapters/preamble}
\cleardoublepageempty{}
\selectlanguage{english}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% TOC %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\setcounter{tocdepth}{1}
\pagestyle{headings}
\pdfbookmark[0]{\contentsname}{contents}
\tableofcontents
\cleardoublepageempty{}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% BODY %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\pagenumbering{arabic}
% \part{Introduction and Contributions}
\cleardoublepageempty{}
\input{chapters/intro.tex}
% \input{chapters/mlp_case.tex}
\input{chapters/bn_ortho.tex}
\input{chapters/bn_MF.tex}
\input{chapters/iso_norm.tex}
\input{chapters/isometry.tex}
\input{chapters/bn_grad.tex}
\input{chapters/conclusion.tex}
\cleardoublepageempty{}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% APPENDIX %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\appendix
% \part{Appendix}
\include{chapters/appendix.tex}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% LIST OF TABLES / FIGURES / ALGORITHMS %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\pdfbookmark[-1]{Lists of Tables}{lot}
\listoftables{}
\cleardoublepageempty{}
% \listsubcaptions
\pdfbookmark[-1]{Lists of Figures}{lof}
\listoffigures{}
\cleardoublepageempty{}
\pdfbookmark[-1]{Lists of Algorithms}{loa}
\listofalgorithms{}
\cleardoublepageempty{}
%%%%%%%%%%%%%%%%
%% BIBLIOGRAPHY %
%%%%%%%%%%%%%%%%%
\pdfbookmark[-1]{Bibliography}{book:bibliography}
\printbibliography{}
\cleardoublepageempty{}
\clearpage
\cleardoublepageempty{}
\end{document}