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%%%%%%%% ICML 2019 EXAMPLE LATEX SUBMISSION FILE %%%%%%%%%%%%%%%%%
\documentclass{article}
% Recommended, but optional, packages for figures and better typesetting:
\usepackage{microtype}
\usepackage{graphicx}
\usepackage{subfigure}
\usepackage{booktabs} % for professional tables
% hyperref makes hyperlinks in the resulting PDF.
% If your build breaks (sometimes temporarily if a hyperlink spans a page)
% please comment out the following usepackage line and replace
% \usepackage{icml2019} with \usepackage[nohyperref]{icml2019} above.
\usepackage{hyperref}
% Attempt to make hyperref and algorithmic work together better:
\newcommand{\theHalgorithm}{\arabic{algorithm}}
% Use the following line for the initial blind version submitted for review:
\usepackage{icml2019}
% If accepted, instead use the following line for the camera-ready submission:
%\usepackage[accepted]{icml2019}
% The \icmltitle you define below is probably too long as a header.
% Therefore, a short form for the running title is supplied here:
\icmltitlerunning{Submission and Formatting Instructions for ICML 2019}
% Our own packages
\usepackage{amsthm}
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{graphicx}
\usepackage{algorithm}
\usepackage{color}
%\usepackage{cite}
\usepackage{enumitem}
% AE's commands
\newcommand{\RR}{\mathbb{R}}
\newcommand{\edita}[1]{{\color{blue} #1}}
\newcommand{\notea}[1]{{\color{magenta} \textbf{Note:AE: #1}}}
\newcommand{\ol}{\overline}
\newcommand{\Null}{\operatorname{null}}
\newcommand{\relint}{\operatorname{relint}}
\newcommand{\row}{\operatorname{row}}
\newcommand{\s}{\sigma}
\newcommand{\editaa}[1]{{\color{red} #1}}
\renewcommand{\b}{\beta}
\renewcommand{\L}{\mathcal{L}} % Lagrangian
\renewcommand{\i}{\iota}
\newcommand{\g}{\gamma}
\newcommand{\cone}{\operatorname{cone}}
\newcommand{\argmin}{\operatorname{argmin}}
\newcommand{\dist}{\operatorname{dist}}
% MFS's commands
\newcommand{\editf}[1]{{\color[rgb]{1,0.4,0.4} #1}}
%\DeclareMathOperator*{\argmax}{argmax} % thin space, limits underneath in displays
% Theorem style
\newtheorem{theorem}{Theorem}[section] % reset theorem numbering for each section
\newtheorem{question}[theorem]{Question}
\newtheorem{lemma}[theorem]{Lemma}
\newtheorem{corollary}[theorem]{Corollary}
\newtheorem{definition}{Definition}
\newtheorem{proposition}{Proposition}
\begin{document}
\twocolumn[
\icmltitle{Submission and Formatting Instructions for \\
International Conference on Machine Learning (ICML 2019)}
% It is OKAY to include author information, even for blind
% submissions: the style file will automatically remove it for you
% unless you've provided the [accepted] option to the icml2019
% package.
% List of affiliations: The first argument should be a (short)
% identifier you will use later to specify author affiliations
% Academic affiliations should list Department, University, City, Region, Country
% Industry affiliations should list Company, City, Region, Country
% You can specify symbols, otherwise they are numbered in order.
% Ideally, you should not use this facility. Affiliations will be numbered
% in order of appearance and this is the preferred way.
\icmlsetsymbol{equal}{*}
\begin{icmlauthorlist}
\icmlauthor{Aeiau Zzzz}{equal,to}
\icmlauthor{Bauiu C.~Yyyy}{equal,to,goo}
\icmlauthor{Cieua Vvvvv}{goo}
\icmlauthor{Iaesut Saoeu}{ed}
\icmlauthor{Fiuea Rrrr}{to}
\icmlauthor{Tateu H.~Yasehe}{ed,to,goo}
\icmlauthor{Aaoeu Iasoh}{goo}
\icmlauthor{Buiui Eueu}{ed}
\icmlauthor{Aeuia Zzzz}{ed}
\icmlauthor{Bieea C.~Yyyy}{to,goo}
\icmlauthor{Teoau Xxxx}{ed}
\icmlauthor{Eee Pppp}{ed}
\end{icmlauthorlist}
\icmlaffiliation{to}{Department of Computation, University of Torontoland, Torontoland, Canada}
\icmlaffiliation{goo}{Googol ShallowMind, New London, Michigan, USA}
\icmlaffiliation{ed}{School of Computation, University of Edenborrow, Edenborrow, United Kingdom}
\icmlcorrespondingauthor{Cieua Vvvvv}{c.vvvvv@googol.com}
\icmlcorrespondingauthor{Eee Pppp}{ep@eden.co.uk}
% You may provide any keywords that you
% find helpful for describing your paper; these are used to populate
% the "keywords" metadata in the PDF but will not be shown in the document
\icmlkeywords{Machine Learning, ICML}
\vskip 0.3in
]
% this must go after the closing bracket ] following \twocolumn[ ...
% This command actually creates the footnote in the first column
% listing the affiliations and the copyright notice.
% The command takes one argument, which is text to display at the start of the footnote.
% The \icmlEqualContribution command is standard text for equal contribution.
% Remove it (just {}) if you do not need this facility.
%\printAffiliationsAndNotice{} % leave blank if no need to mention equal contribution
\printAffiliationsAndNotice{\icmlEqualContribution} % otherwise use the standard text.
%\input{preamble.tex}
\input{sections/abstract.tex}
\input{sections/introduction.tex}
\input{sections/preliminaries.tex}
\input{sections/AL.tex}
\input{sections/guarantees.tex}
\input{sections/related_works.tex}
\input{sections/experiments.tex}
\input{sections/AL_theory.tex}
\appendix
\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{icml2019} % basic style, author-year citations
\bibliography{bibliography.bib} % name your BibTeX data base
\end{document}
% end of file template.tex

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