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masters-thesis.tex
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masters-thesis.tex
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Template adapted from latex-mimosis:
% https://github.com/Pseudomanifold/latex-mimosis
%
% Copyright (c) 2022 Antonio Coín
%
% This work is licensed under a
% Creative Commons Attribution-ShareAlike 4.0 International License.
%
% You should have received a copy of the license along with this
% work. If not, see <http://creativecommons.org/licenses/by-sa/4.0/>.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\documentclass{mimosis}
% Relative paths
\newcommand{\thesisPath}{chapters}
% Misc. packages
\usepackage{metalogo}
\usepackage{etoolbox}
\usepackage{tocloft}
%\usepackage{pdfpages}
\usepackage{placeins}
\usepackage{xcolor}
\usepackage{cancel}
\usepackage{bbding}
% Licensing
\usepackage[
type={CC},
modifier={by-sa},
version={4.0},
]{doclicense}
% Make chapter number show in arabic
\renewcommand\cftchappresnum{\normalfont}
%% Primary color
\newcommand{\titlecolor}{teal}
% Large number and color for chapter
\renewcommand*{\chapterformat}{%
\fontsize{60}{65}\selectfont\color{\titlecolor}\(\thechapter\)\autodot\enskip
}
%
% Colour for section numbers
%
\renewcommand*{\sectionformat}{%
\textcolor{\titlecolor}{\(\thesection\)}\autodot\enskip%
}
%
% Colour for subsection numbers
%
\renewcommand*{\subsectionformat}{%
\textcolor{\titlecolor}{\(\thesubsection\)}\autodot\enskip%
}
%
% Colour for subsubsection numbers
%
\renewcommand*{\subsubsectionformat}{%
\textcolor{\titlecolor}{\(\thesubsubsection\)}\autodot\enskip%
}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Custom commands
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% Math operators
\DeclareMathOperator*\argmin{arg\,min}
\DeclareMathOperator\supp{supp}
\DeclareMathOperator\Cov{Cov}
\DeclareMathOperator\Var{Var}
%% Math symbols
\newcommand{\N} {\ensuremath{\mathds{N}}}
\newcommand{\R} {\ensuremath{\mathds{R}}}
\newcommand{\E} {\ensuremath{\mathds{E}}}
\newcommand{\I} {\ensuremath{\mathds{I}}}
\renewcommand{\P} {\ensuremath{\mathds{P}}}
\newcommand{\D} {\ensuremath{\mathcal{D}}}
\newcommand{\X} {\ensuremath{\mathcal{X}}}
\newcommand{\K} {\ensuremath{\mathcal{K}}}
\newcommand{\T} {\ensuremath{\mathcal{T}}}
\newcommand{\U} {\ensuremath{\mathcal{U}}}
\newcommand{\Lcal} {\ensuremath{\mathcal{L}}}
\newcommand{\Hcal} {\ensuremath\mathcal{H}}
%% Better overline
\newcommand{\overbar}[1]{\mkern 1.5mu\overline{\mkern-1.5mu#1\mkern-1.5mu}\mkern 1.5mu}
%% Scalar product
\newcommand\dotprod[2]{\left\langle #1, #2 \right\rangle}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Hyperlinks, bookmarks and tables
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\definecolor{webgreen}{rgb}{0,0.5,0}
\usepackage[%
colorlinks = true,
citecolor = teal, %webgreen,
linkcolor = teal, % RoyalBlue,
urlcolor = RoyalBlue,
unicode,
]{hyperref}
\usepackage{bookmark}
% Space between rows in tables
\renewcommand{\arraystretch}{1.2}
% Emphasis for best and second best results in a table
\newcommand\firstcolor[1]{\textbf{\color{RoyalBlue}#1}}
\newcommand\secondcolor[1]{\textbf{#1}}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Bibliography
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\usepackage[%
autocite = plain,
backend = biber,
natbib = true,
doi = false,
url = false,
isbn = false,
giveninits = true,
hyperref = true,
maxbibnames = 99,
maxcitenames = 2,
mincitenames = 1,
uniquelist = false,
dashed = false,
sortcites = true,
style = authoryear-comp,
backref = true
]{biblatex}
% Format references as {last-name}, {first-name-initials}
\DeclareNameAlias{sortname}{family-given}
% Volume number in parenthesis
\renewbibmacro*{volume+number+eid}{%
\printfield{volume}%
% \setunit*{\adddot}% DELETED
\setunit*{\addnbthinspace}% NEW (optional); there's also \addnbthinspace
\printfield{number}%
\setunit{\addcomma\space}%
\printfield{eid}}
\DeclareFieldFormat[article]{number}{\mkbibparens{#1}}
\addbibresource{bibliography.bib}
%%%
% Math Environments
%%%
\theoremstyle{theorem}
\newtheorem{theorem}{Theorem}[chapter]
\newtheorem{corollary}[theorem]{Corollary}
\newtheorem{lemma}[theorem]{Lemma}
\newtheorem{proposition}[theorem]{Proposition}
\theoremstyle{definition}
\newtheorem{definition}[theorem]{Definition}
\newtheorem{example}[theorem]{Example}
\theoremstyle{remark}
\newtheorem{remark}{Remark}
%%%
% Lists and footnotes
%%%
% Lists
\usepackage[shortlabels]{enumitem}
%\setlist{itemsep=0.05em}
\setlist{noitemsep}
\setlist[1]{labelindent=\parindent} % < Usually a good idea
\setlist[enumerate,1]{label=(\roman*)}
% Continuous counter for footnotes and figures
\counterwithout{footnote}{chapter}
\counterwithout{figure}{chapter}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Fonts
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\ifxetexorluatex
\usepackage{unicode-math}
\setmainfont{EB Garamond}
%\setmathfont{latinmodern-math.otf}
%\setmathfont[range={\mathcal,\mathbfcal}]{Garamond-Math.otf}
\setmathfont{Libertinus Math}
\setmathfont[range={\forall}]{Garamond-Math.otf}
%\setmathfont{Garamond-Math.otf}
\setmonofont[Scale=MatchLowercase]{Source Code Pro}
\else
\usepackage[lf]{ebgaramond}
\usepackage[oldstyle,scale=0.7]{sourcecodepro}
\singlespacing
\fi
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Incipit
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\title{\textbf{Bayesian RKHS-based methods in functional regression}}
\author{Antonio Coín Castro}
\begin{document}
\frontmatter
\include{\thesisPath/title}
\include{\thesisPath/abstract}
%\newgeometry{top=1.75cm, bottom=5cm}
\vspace*{-1.8cm}
\tableofcontents
%\restoregeometry
\mainmatter
\include{\thesisPath/introduction}
\include{\thesisPath/background-related-work}
\include{\thesisPath/bayesian-functional-regression}
\include{\thesisPath/model-choice}
\include{\thesisPath/experiments}
\include{\thesisPath/conclusions}
%% Appendices
\appendix
% Adapt formatting for appendices
\addtocontents{toc}{\protect\setcounter{tocdepth}{0}}
\renewcommand*{\chapterformat}{%
\fontsize{60}{65}\selectfont\color{\titlecolor}\thechapter\autodot\enskip
}
\include{\thesisPath/appendix-code}
\include{\thesisPath/appendix-tables}
% This ensures that the subsequent sections are being included as root
% items in the bookmark structure of your PDF reader.
\bookmarksetup{startatroot}
\backmatter
%% Bibliography
\printbibliography
\begin{center}
\vspace{.25em}
\color{teal}\FourStar
\end{center}
\noindent \textbf{Acknowledgments}
\vspace{.5em}
\begin{small}
\noindent This research has been partially supported by grant PRE2020-095147 of the Spanish Ministry of Science and Innovation (MICINN). We also wish to acknowledge the computational resources provided by the Centro de Computación Científica-Universidad Autónoma de Madrid (CCC-UAM), which were instrumental in performing the experiments in this work.
\end{small}
\end{document}