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journal_main.tex

%%%%%%%%%%%%%%%%%%%%%%% file template.tex %%%%%%%%%%%%%%%%%%%%%%%%%
%
% This is a general template file for the LaTeX package SVJour3
% for Springer journals. Springer Heidelberg 2010/09/16
%
% Copy it to a new file with a new name and use it as the basis
% for your article. Delete % signs as needed.
%
% This template includes a few options for different layouts and
% content for various journals. Please consult a previous issue of
% your journal as needed.
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% First comes an example EPS file -- just ignore it and
% proceed on the \documentclass line
% your LaTeX will extract the file if required
%\begin{filecontents*}{example.eps}
%%!PS-Adobe-3.0 EPSF-3.0
%%%BoundingBox: 19 19 221 221
%%%CreationDate: Mon Sep 29 1997
%%%Creator: prammed by hand (JK)
%%%EndComments
%gsave
%newpath
% 20 20 moveto
% 20 220 lineto
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% 220 20 lineto
%closepath
%2 setlinewidth
%gsave
% .4 setgray fill
%grestore
%stroke
%grestore
%\end{filecontents*}
%
\RequirePackage{fix-cm}
%
%\documentclass{svjour3} % onecolumn (standard format)
%\documentclass[smallcondensed]{svjour3} % onecolumn (ditto)
\documentclass[smallextended]{svjour3} % onecolumn (second format)
%\documentclass[twocolumn]{svjour3} % twocolumn
%
\smartqed % flush right qed marks, e.g. at end of proof
%
\usepackage{graphicx}
%
% \usepackage{mathptmx} % use Times fonts if available on your TeX system
%
% insert here the call for the packages your document requires
%\usepackage{latexsym}
% etc.
%
% please place your own definitions here and don't use \def but
% \newcommand{}{}
%
% Insert the name of "your journal" with
% \journalname{Math Programming Comp.}
%c
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{graphicx}
\usepackage{algorithm}
\usepackage{color}
\usepackage{cite}
\usepackage{hyperref}
\usepackage{csvsimple}
\usepackage{adjustbox}
\usepackage{booktabs}
\usepackage[round-mode=places, round-integer-to-decimal, round-precision=2,
table-format = 2.2e1,
table-number-alignment=center]{siunitx}
\newcolumntype{N}{l@{}||c| S S| S S |}
\input{preamble.tex}
\begin{document}
\title{Linearized Augmented Lagrangian Framework for Solving Nonconvex Problems\thanks{This project has received funding from...}
}
%\subtitle{Do you have a subtitle?\\ If so, write it here}
%\titlerunning{Short form of title} % if too long for running head
\author{LIONS
}
\authorrunning{author et. al.} % if too long for running head
%\institute{F. Author \at
% first address \\
% Tel.: +123-45-678910\\
% Fax: +123-45-678910\\
% \email{fauthor@example.com} % \\
% \emph{Present address:} of F. Author % if needed
% \and
% S. Author \at
% second address
% }
\date{Received: / Accepted: }
% The correct dates will be entered by the editor
\maketitle
\input{sections/abstract.tex}
\input{sections/introduction.tex}
\input{sections/preliminaries.tex}
\input{sections/slater.tex}
\input{sections/LinAL.tex}
%\input{sections/local_optimality.tex}
\input{sections/ADMM.tex}
%\input{sections/related_works.tex}
\input{sections/numerics.tex}
\section*{Acknowledgments}
AE is extremely grateful to Nadav Hallak and Yura Malitsky for their thoughtful and constructive comments, which improved this manuscript.
\appendix
\input{sections/LinAL_theory.tex}
%\input{sections/adaptive_theory.tex}
\input{sections/ADMM_theory.tex}
\input{sections/appendix.tex}
%\begin{acknowledgements}
%If you'd like to thank anyone, place your comments here
%and remove the percent signs.
%\end{acknowledgements}
% BibTeX users please use one of
%\bibliographystyle{spbasic} % basic style, author-year citations
%\bibliographystyle{spmpsci} % mathematics and physical sciences
%\bibliographystyle{spphys} % APS-like style for physics
\bibliographystyle{plain}
\bibliography{bibliography.bib} % name your BibTeX data base
\end{document}
% end of file template.tex

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