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\documentclass{article} \documentclass{article}
% if you need to pass options to natbib, use, e.g.:
% if you need to pass options to natbib, use, e.g.: % \PassOptionsToPackage{numbers, compress}{natbib}
% \PassOptionsToPackage{numbers, compress}{natbib} % before loading neurips_2022
% before loading neurips_2022
% ready for submission
% ready for submission \usepackage{neurips_2022}
\usepackage{neurips_2022}
% to compile a preprint version, e.g., for submission to arXiv, add add the
% to compile a preprint version, e.g., for submission to arXiv, add add the % [preprint] option:
% [preprint] option: % \usepackage[preprint]{neurips_2022}
% \usepackage[preprint]{neurips_2022}
% to compile a camera-ready version, add the [final] option, e.g.:
% to compile a camera-ready version, add the [final] option, e.g.: % \usepackage[final]{neurips_2022}
% \usepackage[final]{neurips_2022}
% to avoid loading the natbib package, add option nonatbib:
% to avoid loading the natbib package, add option nonatbib: % \usepackage[nonatbib]{neurips_2022}
% \usepackage[nonatbib]{neurips_2022}
\usepackage[utf8]{inputenc} % allow utf-8 input
\usepackage[utf8]{inputenc} % allow utf-8 input \usepackage[T1]{fontenc} % use 8-bit T1 fonts
\usepackage[T1]{fontenc} % use 8-bit T1 fonts \usepackage{hyperref} % hyperlinks
\usepackage{hyperref} % hyperlinks \usepackage{url} % simple URL typesetting
\usepackage{url} % simple URL typesetting \usepackage{booktabs} % professional-quality tables
\usepackage{booktabs} % professional-quality tables \usepackage{amsfonts} % blackboard math symbols
\usepackage{amsfonts} % blackboard math symbols \usepackage{nicefrac} % compact symbols for 1/2, etc.
\usepackage{nicefrac} % compact symbols for 1/2, etc. \usepackage{microtype} % microtypography
\usepackage{microtype} % microtypography \usepackage{xcolor} % colors
\usepackage{xcolor} % colors
\title{High-Fidelity Counterfactual Explanations through Conformal Prediction}
\title{High-Fidelity Counterfactual Explanations through Conformal Prediction}
% The \author macro works with any number of authors. There are two commands
% The \author macro works with any number of authors. There are two commands % used to separate the names and addresses of multiple authors: \And and \AND.
% used to separate the names and addresses of multiple authors: \And and \AND. %
% % Using \And between authors leaves it to LaTeX to determine where to break the
% Using \And between authors leaves it to LaTeX to determine where to break the % lines. Using \AND forces a line break at that point. So, if LaTeX puts 3 of 4
% lines. Using \AND forces a line break at that point. So, if LaTeX puts 3 of 4 % authors names on the first line, and the last on the second line, try using
% authors names on the first line, and the last on the second line, try using % \AND instead of \And before the third author name.
% \AND instead of \And before the third author name.
\author{%
\author{% David S.~Hippocampus\thanks{Use footnote for providing further information
David S.~Hippocampus\thanks{Use footnote for providing further information about author (webpage, alternative address)---\emph{not} for acknowledging
about author (webpage, alternative address)---\emph{not} for acknowledging funding agencies.} \\
funding agencies.} \\ Department of Computer Science\\
Department of Computer Science\\ Cranberry-Lemon University\\
Cranberry-Lemon University\\ Pittsburgh, PA 15213 \\
Pittsburgh, PA 15213 \\ \texttt{hippo@cs.cranberry-lemon.edu} \\
\texttt{hippo@cs.cranberry-lemon.edu} \\ % examples of more authors
% examples of more authors % \And
% \And % Coauthor \\
% Coauthor \\ % Affiliation \\
% Affiliation \\ % Address \\
% Address \\ % \texttt{email} \\
% \texttt{email} \\ % \AND
% \AND % Coauthor \\
% Coauthor \\ % Affiliation \\
% Affiliation \\ % Address \\
% Address \\ % \texttt{email} \\
% \texttt{email} \\ % \And
% \And % Coauthor \\
% Coauthor \\ % Affiliation \\
% Affiliation \\ % Address \\
% Address \\ % \texttt{email} \\
% \texttt{email} \\ % \And
% \And % Coauthor \\
% Coauthor \\ % Affiliation \\
% Affiliation \\ % Address \\
% Address \\ % \texttt{email} \\
% \texttt{email} \\ }
}
\begin{document}
\begin{document}
\maketitle
\maketitle
\begin{abstract}
The abstract paragraph should be indented \nicefrac{1}{2}~inch (3~picas) on
\begin{abstract} both the left- and right-hand margins. Use 10~point type, with a vertical
The abstract paragraph should be indented \nicefrac{1}{2}~inch (3~picas) on spacing (leading) of 11~points. The word \textbf{Abstract} must be centered,
both the left- and right-hand margins. Use 10~point type, with a vertical bold, and in point size 12. Two line spaces precede the abstract. The abstract
spacing (leading) of 11~points. The word \textbf{Abstract} must be centered, must be limited to one paragraph.
bold, and in point size 12. Two line spaces precede the abstract. The abstract \end{abstract}
must be limited to one paragraph.
\end{abstract}
\section{Submission of papers to NeurIPS 2022}
\section{Submission of papers to NeurIPS 2022}
Please read the instructions below carefully and follow them faithfully.
Please read the instructions below carefully and follow them faithfully.
\subsection{Style}
\subsection{Style}
Papers to be submitted to NeurIPS 2022 must be prepared according to the
instructions presented here. Papers may only be up to {\bf nine} pages long,
Papers to be submitted to NeurIPS 2022 must be prepared according to the including figures. Additional pages \emph{containing only acknowledgments and
instructions presented here. Papers may only be up to {\bf nine} pages long, references} are allowed. Papers that exceed the page limit will not be
including figures. Additional pages \emph{containing only acknowledgments and reviewed, or in any other way considered for presentation at the conference.
references} are allowed. Papers that exceed the page limit will not be
reviewed, or in any other way considered for presentation at the conference.
The margins in 2022 are the same as those in 2007, which allow for $\sim$$15\%$
more words in the paper compared to earlier years.
The margins in 2022 are the same as those in 2007, which allow for $\sim$$15\%$
more words in the paper compared to earlier years. \cite{abadie2002instrumental}
Authors are required to use the NeurIPS \LaTeX{} style files obtainable at the
Authors are required to use the NeurIPS \LaTeX{} style files obtainable at the NeurIPS website as indicated below. Please make sure you use the current files
NeurIPS website as indicated below. Please make sure you use the current files and not previous versions. Tweaking the style files may be grounds for
and not previous versions. Tweaking the style files may be grounds for rejection.
rejection.
\subsection{Retrieval of style files}
\subsection{Retrieval of style files}
The style files for NeurIPS and other conference information are available on
The style files for NeurIPS and other conference information are available on the World Wide Web at
the World Wide Web at \begin{center}
\begin{center} \url{http://www.neurips.cc/}
\url{http://www.neurips.cc/} \end{center}
\end{center} The file \verb+neurips_2022.pdf+ contains these instructions and illustrates the
The file \verb+neurips_2022.pdf+ contains these instructions and illustrates the various formatting requirements your NeurIPS paper must satisfy.
various formatting requirements your NeurIPS paper must satisfy.
The only supported style file for NeurIPS 2022 is \verb+neurips_2022.sty+,
The only supported style file for NeurIPS 2022 is \verb+neurips_2022.sty+, rewritten for \LaTeXe{}. \textbf{Previous style files for \LaTeX{} 2.09,
rewritten for \LaTeXe{}. \textbf{Previous style files for \LaTeX{} 2.09, Microsoft Word, and RTF are no longer supported!}
Microsoft Word, and RTF are no longer supported!}
The \LaTeX{} style file contains three optional arguments: \verb+final+, which
The \LaTeX{} style file contains three optional arguments: \verb+final+, which creates a camera-ready copy, \verb+preprint+, which creates a preprint for
creates a camera-ready copy, \verb+preprint+, which creates a preprint for submission to, e.g., arXiv, and \verb+nonatbib+, which will not load the
submission to, e.g., arXiv, and \verb+nonatbib+, which will not load the \verb+natbib+ package for you in case of package clash.
\verb+natbib+ package for you in case of package clash.
\paragraph{Preprint option}
\paragraph{Preprint option} If you wish to post a preprint of your work online, e.g., on arXiv, using the
If you wish to post a preprint of your work online, e.g., on arXiv, using the NeurIPS style, please use the \verb+preprint+ option. This will create a
NeurIPS style, please use the \verb+preprint+ option. This will create a nonanonymized version of your work with the text ``Preprint. Work in progress.''
nonanonymized version of your work with the text ``Preprint. Work in progress.'' in the footer. This version may be distributed as you see fit. Please \textbf{do
in the footer. This version may be distributed as you see fit. Please \textbf{do not} use the \verb+final+ option, which should \textbf{only} be used for
not} use the \verb+final+ option, which should \textbf{only} be used for papers accepted to NeurIPS.
papers accepted to NeurIPS.
At submission time, please omit the \verb+final+ and \verb+preprint+
At submission time, please omit the \verb+final+ and \verb+preprint+ options. This will anonymize your submission and add line numbers to aid
options. This will anonymize your submission and add line numbers to aid review. Please do \emph{not} refer to these line numbers in your paper as they
review. Please do \emph{not} refer to these line numbers in your paper as they will be removed during generation of camera-ready copies.
will be removed during generation of camera-ready copies.
The file \verb+neurips_2022.tex+ may be used as a ``shell'' for writing your
The file \verb+neurips_2022.tex+ may be used as a ``shell'' for writing your paper. All you have to do is replace the author, title, abstract, and text of
paper. All you have to do is replace the author, title, abstract, and text of the paper with your own.
the paper with your own.
The formatting instructions contained in these style files are summarized in
The formatting instructions contained in these style files are summarized in Sections \ref{gen_inst}, \ref{headings}, and \ref{others} below.
Sections \ref{gen_inst}, \ref{headings}, and \ref{others} below.
\section{General formatting instructions}
\section{General formatting instructions} \label{gen_inst}
\label{gen_inst}
The text must be confined within a rectangle 5.5~inches (33~picas) wide and
The text must be confined within a rectangle 5.5~inches (33~picas) wide and 9~inches (54~picas) long. The left margin is 1.5~inch (9~picas). Use 10~point
9~inches (54~picas) long. The left margin is 1.5~inch (9~picas). Use 10~point type with a vertical spacing (leading) of 11~points. Times New Roman is the
type with a vertical spacing (leading) of 11~points. Times New Roman is the preferred typeface throughout, and will be selected for you by default.
preferred typeface throughout, and will be selected for you by default. Paragraphs are separated by \nicefrac{1}{2}~line space (5.5 points), with no
Paragraphs are separated by \nicefrac{1}{2}~line space (5.5 points), with no indentation.
indentation.
The paper title should be 17~point, initial caps/lower case, bold, centered
The paper title should be 17~point, initial caps/lower case, bold, centered between two horizontal rules. The top rule should be 4~points thick and the
between two horizontal rules. The top rule should be 4~points thick and the bottom rule should be 1~point thick. Allow \nicefrac{1}{4}~inch space above and
bottom rule should be 1~point thick. Allow \nicefrac{1}{4}~inch space above and below the title to rules. All pages should start at 1~inch (6~picas) from the
below the title to rules. All pages should start at 1~inch (6~picas) from the top of the page.
top of the page.
For the final version, authors' names are set in boldface, and each name is
For the final version, authors' names are set in boldface, and each name is centered above the corresponding address. The lead author's name is to be listed
centered above the corresponding address. The lead author's name is to be listed first (left-most), and the co-authors' names (if different address) are set to
first (left-most), and the co-authors' names (if different address) are set to follow. If there is only one co-author, list both author and co-author side by
follow. If there is only one co-author, list both author and co-author side by side.
side.
Please pay special attention to the instructions in Section \ref{others}
Please pay special attention to the instructions in Section \ref{others} regarding figures, tables, acknowledgments, and references.
regarding figures, tables, acknowledgments, and references.
\section{Headings: first level}
\section{Headings: first level} \label{headings}
\label{headings}
All headings should be lower case (except for first word and proper nouns),
All headings should be lower case (except for first word and proper nouns), flush left, and bold.
flush left, and bold.
First-level headings should be in 12-point type.
First-level headings should be in 12-point type.
\subsection{Headings: second level}
\subsection{Headings: second level}
Second-level headings should be in 10-point type.
Second-level headings should be in 10-point type.
\subsubsection{Headings: third level}
\subsubsection{Headings: third level}
Third-level headings should be in 10-point type.
Third-level headings should be in 10-point type.
\paragraph{Paragraphs}
\paragraph{Paragraphs}
There is also a \verb+\paragraph+ command available, which sets the heading in
There is also a \verb+\paragraph+ command available, which sets the heading in bold, flush left, and inline with the text, with the heading followed by 1\,em
bold, flush left, and inline with the text, with the heading followed by 1\,em of space.
of space.
\section{Citations, figures, tables, references}
\section{Citations, figures, tables, references} \label{others}
\label{others}
These instructions apply to everyone.
These instructions apply to everyone.
\subsection{Citations within the text}
\subsection{Citations within the text}
The \verb+natbib+ package will be loaded for you by default. Citations may be
The \verb+natbib+ package will be loaded for you by default. Citations may be author/year or numeric, as long as you maintain internal consistency. As to the
author/year or numeric, as long as you maintain internal consistency. As to the format of the references themselves, any style is acceptable as long as it is
format of the references themselves, any style is acceptable as long as it is used consistently.
used consistently.
The documentation for \verb+natbib+ may be found at
The documentation for \verb+natbib+ may be found at \begin{center}
\begin{center} \url{http://mirrors.ctan.org/macros/latex/contrib/natbib/natnotes.pdf}
\url{http://mirrors.ctan.org/macros/latex/contrib/natbib/natnotes.pdf} \end{center}
\end{center} Of note is the command \verb+\citet+, which produces citations appropriate for
Of note is the command \verb+\citet+, which produces citations appropriate for use in inline text. For example,
use in inline text. For example, \begin{verbatim}
\begin{verbatim} \citet{hasselmo} investigated\dots
\citet{hasselmo} investigated\dots \end{verbatim}
\end{verbatim} produces
produces \begin{quote}
\begin{quote} Hasselmo, et al.\ (1995) investigated\dots
Hasselmo, et al.\ (1995) investigated\dots \end{quote}
\end{quote}
If you wish to load the \verb+natbib+ package with options, you may add the
If you wish to load the \verb+natbib+ package with options, you may add the following before loading the \verb+neurips_2022+ package:
following before loading the \verb+neurips_2022+ package: \begin{verbatim}
\begin{verbatim} \PassOptionsToPackage{options}{natbib}
\PassOptionsToPackage{options}{natbib} \end{verbatim}
\end{verbatim}
If \verb+natbib+ clashes with another package you load, you can add the optional
If \verb+natbib+ clashes with another package you load, you can add the optional argument \verb+nonatbib+ when loading the style file:
argument \verb+nonatbib+ when loading the style file: \begin{verbatim}
\begin{verbatim} \usepackage[nonatbib]{neurips_2022}
\usepackage[nonatbib]{neurips_2022} \end{verbatim}
\end{verbatim}
As submission is double blind, refer to your own published work in the third
As submission is double blind, refer to your own published work in the third person. That is, use ``In the previous work of Jones et al.\ [4],'' not ``In our
person. That is, use ``In the previous work of Jones et al.\ [4],'' not ``In our previous work [4].'' If you cite your other papers that are not widely available
previous work [4].'' If you cite your other papers that are not widely available (e.g., a journal paper under review), use anonymous author names in the
(e.g., a journal paper under review), use anonymous author names in the citation, e.g., an author of the form ``A.\ Anonymous.''
citation, e.g., an author of the form ``A.\ Anonymous.''
\subsection{Footnotes}
\subsection{Footnotes}
Footnotes should be used sparingly. If you do require a footnote, indicate
Footnotes should be used sparingly. If you do require a footnote, indicate footnotes with a number\footnote{Sample of the first footnote.} in the
footnotes with a number\footnote{Sample of the first footnote.} in the text. Place the footnotes at the bottom of the page on which they appear.
text. Place the footnotes at the bottom of the page on which they appear. Precede the footnote with a horizontal rule of 2~inches (12~picas).
Precede the footnote with a horizontal rule of 2~inches (12~picas).
Note that footnotes are properly typeset \emph{after} punctuation
Note that footnotes are properly typeset \emph{after} punctuation marks.\footnote{As in this example.}
marks.\footnote{As in this example.}
\subsection{Figures}
\subsection{Figures}
\begin{figure}
\begin{figure} \centering
\centering \fbox{\rule[-.5cm]{0cm}{4cm} \rule[-.5cm]{4cm}{0cm}}
\fbox{\rule[-.5cm]{0cm}{4cm} \rule[-.5cm]{4cm}{0cm}} \caption{Sample figure caption.}
\caption{Sample figure caption.} \end{figure}
\end{figure}
All artwork must be neat, clean, and legible. Lines should be dark enough for
All artwork must be neat, clean, and legible. Lines should be dark enough for purposes of reproduction. The figure number and caption always appear after the
purposes of reproduction. The figure number and caption always appear after the figure. Place one line space before the figure caption and one line space after
figure. Place one line space before the figure caption and one line space after the figure. The figure caption should be lower case (except for first word and
the figure. The figure caption should be lower case (except for first word and proper nouns); figures are numbered consecutively.
proper nouns); figures are numbered consecutively.
You may use color figures. However, it is best for the figure captions and the
You may use color figures. However, it is best for the figure captions and the paper body to be legible if the paper is printed in either black/white or in
paper body to be legible if the paper is printed in either black/white or in color.
color.
\subsection{Tables}
\subsection{Tables}
All tables must be centered, neat, clean and legible. The table number and
All tables must be centered, neat, clean and legible. The table number and title always appear before the table. See Table~\ref{sample-table}.
title always appear before the table. See Table~\ref{sample-table}.
Place one line space before the table title, one line space after the
Place one line space before the table title, one line space after the table title, and one line space after the table. The table title must
table title, and one line space after the table. The table title must be lower case (except for first word and proper nouns); tables are
be lower case (except for first word and proper nouns); tables are numbered consecutively.
numbered consecutively.
Note that publication-quality tables \emph{do not contain vertical rules.} We
Note that publication-quality tables \emph{do not contain vertical rules.} We strongly suggest the use of the \verb+booktabs+ package, which allows for
strongly suggest the use of the \verb+booktabs+ package, which allows for typesetting high-quality, professional tables:
typesetting high-quality, professional tables: \begin{center}
\begin{center} \url{https://www.ctan.org/pkg/booktabs}
\url{https://www.ctan.org/pkg/booktabs} \end{center}
\end{center} This package was used to typeset Table~\ref{sample-table}.
This package was used to typeset Table~\ref{sample-table}.
\begin{table}
\begin{table} \caption{Sample table title}
\caption{Sample table title} \label{sample-table}
\label{sample-table} \centering
\centering \begin{tabular}{lll}
\begin{tabular}{lll} \toprule
\toprule \multicolumn{2}{c}{Part} \\
\multicolumn{2}{c}{Part} \\ \cmidrule(r){1-2}
\cmidrule(r){1-2} Name & Description & Size ($\mu$m) \\
Name & Description & Size ($\mu$m) \\ \midrule
\midrule Dendrite & Input terminal & $\sim$100 \\
Dendrite & Input terminal & $\sim$100 \\ Axon & Output terminal & $\sim$10 \\
Axon & Output terminal & $\sim$10 \\ Soma & Cell body & up to $10^6$ \\
Soma & Cell body & up to $10^6$ \\ \bottomrule
\bottomrule \end{tabular}
\end{tabular} \end{table}
\end{table}
\section{Final instructions}
\section{Final instructions}
Do not change any aspects of the formatting parameters in the style files. In
Do not change any aspects of the formatting parameters in the style files. In particular, do not modify the width or length of the rectangle the text should
particular, do not modify the width or length of the rectangle the text should fit into, and do not change font sizes (except perhaps in the
fit into, and do not change font sizes (except perhaps in the \textbf{References} section; see below). Please note that pages should be
\textbf{References} section; see below). Please note that pages should be numbered.
numbered.
\section{Preparing PDF files}
\section{Preparing PDF files}
Please prepare submission files with paper size ``US Letter,'' and not, for
Please prepare submission files with paper size ``US Letter,'' and not, for example, ``A4.''
example, ``A4.''
Fonts were the main cause of problems in the past years. Your PDF file must only
Fonts were the main cause of problems in the past years. Your PDF file must only contain Type 1 or Embedded TrueType fonts. Here are a few instructions to
contain Type 1 or Embedded TrueType fonts. Here are a few instructions to achieve this.
achieve this.
\begin{itemize}
\begin{itemize}
\item You should directly generate PDF files using \verb+pdflatex+.
\item You should directly generate PDF files using \verb+pdflatex+.
\item You can check which fonts a PDF files uses. In Acrobat Reader, select the
\item You can check which fonts a PDF files uses. In Acrobat Reader, select the menu Files$>$Document Properties$>$Fonts and select Show All Fonts. You can
menu Files$>$Document Properties$>$Fonts and select Show All Fonts. You can also use the program \verb+pdffonts+ which comes with \verb+xpdf+ and is
also use the program \verb+pdffonts+ which comes with \verb+xpdf+ and is available out-of-the-box on most Linux machines.
available out-of-the-box on most Linux machines.
\item The IEEE has recommendations for generating PDF files whose fonts are also
\item The IEEE has recommendations for generating PDF files whose fonts are also acceptable for NeurIPS. Please see
acceptable for NeurIPS. Please see \url{http://www.emfield.org/icuwb2010/downloads/IEEE-PDF-SpecV32.pdf}
\url{http://www.emfield.org/icuwb2010/downloads/IEEE-PDF-SpecV32.pdf}
\item \verb+xfig+ "patterned" shapes are implemented with bitmap fonts. Use
\item \verb+xfig+ "patterned" shapes are implemented with bitmap fonts. Use "solid" shapes instead.
"solid" shapes instead.
\item The \verb+\bbold+ package almost always uses bitmap fonts. You should use
\item The \verb+\bbold+ package almost always uses bitmap fonts. You should use the equivalent AMS Fonts:
the equivalent AMS Fonts: \begin{verbatim}
\begin{verbatim} \usepackage{amsfonts}
\usepackage{amsfonts} \end{verbatim}
\end{verbatim} followed by, e.g., \verb+\mathbb{R}+, \verb+\mathbb{N}+, or \verb+\mathbb{C}+
followed by, e.g., \verb+\mathbb{R}+, \verb+\mathbb{N}+, or \verb+\mathbb{C}+ for $\mathbb{R}$, $\mathbb{N}$ or $\mathbb{C}$. You can also use the following
for $\mathbb{R}$, $\mathbb{N}$ or $\mathbb{C}$. You can also use the following workaround for reals, natural and complex:
workaround for reals, natural and complex: \begin{verbatim}
\begin{verbatim} \newcommand{\RR}{I\!\!R} %real numbers
\newcommand{\RR}{I\!\!R} %real numbers \newcommand{\Nat}{I\!\!N} %natural numbers
\newcommand{\Nat}{I\!\!N} %natural numbers \newcommand{\CC}{I\!\!\!\!C} %complex numbers
\newcommand{\CC}{I\!\!\!\!C} %complex numbers \end{verbatim}
\end{verbatim} Note that \verb+amsfonts+ is automatically loaded by the \verb+amssymb+ package.
Note that \verb+amsfonts+ is automatically loaded by the \verb+amssymb+ package.
\end{itemize}
\end{itemize}
If your file contains type 3 fonts or non embedded TrueType fonts, we will ask
If your file contains type 3 fonts or non embedded TrueType fonts, we will ask you to fix it.
you to fix it.
\subsection{Margins in \LaTeX{}}
\subsection{Margins in \LaTeX{}}
Most of the margin problems come from figures positioned by hand using
Most of the margin problems come from figures positioned by hand using \verb+\special+ or other commands. We suggest using the command
\verb+\special+ or other commands. We suggest using the command \verb+\includegraphics+ from the \verb+graphicx+ package. Always specify the
\verb+\includegraphics+ from the \verb+graphicx+ package. Always specify the figure width as a multiple of the line width as in the example below:
figure width as a multiple of the line width as in the example below: \begin{verbatim}
\begin{verbatim} \usepackage[pdftex]{graphicx} ...
\usepackage[pdftex]{graphicx} ... \includegraphics[width=0.8\linewidth]{myfile.pdf}
\includegraphics[width=0.8\linewidth]{myfile.pdf} \end{verbatim}
\end{verbatim} See Section 4.4 in the graphics bundle documentation
See Section 4.4 in the graphics bundle documentation (\url{http://mirrors.ctan.org/macros/latex/required/graphics/grfguide.pdf})
(\url{http://mirrors.ctan.org/macros/latex/required/graphics/grfguide.pdf})
A number of width problems arise when \LaTeX{} cannot properly hyphenate a
A number of width problems arise when \LaTeX{} cannot properly hyphenate a line. Please give LaTeX hyphenation hints using the \verb+\-+ command when
line. Please give LaTeX hyphenation hints using the \verb+\-+ command when necessary.
necessary.
\begin{ack}
\begin{ack} Use unnumbered first level headings for the acknowledgments. All acknowledgments
Use unnumbered first level headings for the acknowledgments. All acknowledgments go at the end of the paper before the list of references. Moreover, you are required to declare
go at the end of the paper before the list of references. Moreover, you are required to declare funding (financial activities supporting the submitted work) and competing interests (related financial activities outside the submitted work).
funding (financial activities supporting the submitted work) and competing interests (related financial activities outside the submitted work). More information about this disclosure can be found at: \url{https://neurips.cc/Conferences/2022/PaperInformation/FundingDisclosure}.
More information about this disclosure can be found at: \url{https://neurips.cc/Conferences/2022/PaperInformation/FundingDisclosure}.
Do {\bf not} include this section in the anonymized submission, only in the final paper. You can use the \texttt{ack} environment provided in the style file to autmoatically hide this section in the anonymized submission.
Do {\bf not} include this section in the anonymized submission, only in the final paper. You can use the \texttt{ack} environment provided in the style file to autmoatically hide this section in the anonymized submission. \end{ack}
\end{ack}
\section*{References}
\section*{References}
References follow the acknowledgments. Use unnumbered first-level heading for
References follow the acknowledgments. Use unnumbered first-level heading for the references. Any choice of citation style is acceptable as long as you are
the references. Any choice of citation style is acceptable as long as you are consistent. It is permissible to reduce the font size to \verb+small+ (9 point)
consistent. It is permissible to reduce the font size to \verb+small+ (9 point) when listing the references.
when listing the references. Note that the Reference section does not count towards the page limit.
Note that the Reference section does not count towards the page limit.
\medskip \medskip
\bibliography{paper/references}
{
\small %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section*{Checklist}
[1] Alexander, J.A.\ \& Mozer, M.C.\ (1995) Template-based algorithms for
connectionist rule extraction. In G.\ Tesauro, D.S.\ Touretzky and T.K.\ Leen %%% BEGIN INSTRUCTIONS %%%
(eds.), {\it Advances in Neural Information Processing Systems 7}, The checklist follows the references. Please
pp.\ 609--616. Cambridge, MA: MIT Press. read the checklist guidelines carefully for information on how to answer these
questions. For each question, change the default \answerTODO{} to \answerYes{},
\answerNo{}, or \answerNA{}. You are strongly encouraged to include a {\bf
[2] Bower, J.M.\ \& Beeman, D.\ (1995) {\it The Book of GENESIS: Exploring justification to your answer}, either by referencing the appropriate section of
Realistic Neural Models with the GEneral NEural SImulation System.} New York: your paper or providing a brief inline description. For example:
TELOS/Springer--Verlag. \begin{itemize}
\item Did you include the license to the code and datasets? \answerYes{See Section~\ref{gen_inst}.}
\item Did you include the license to the code and datasets? \answerNo{The code and the data are proprietary.}
[3] Hasselmo, M.E., Schnell, E.\ \& Barkai, E.\ (1995) Dynamics of learning and \item Did you include the license to the code and datasets? \answerNA{}
recall at excitatory recurrent synapses and cholinergic modulation in rat \end{itemize}
hippocampal region CA3. {\it Journal of Neuroscience} {\bf 15}(7):5249-5262. Please do not modify the questions and only use the provided macros for your
} answers. Note that the Checklist section does not count towards the page
limit. In your paper, please delete this instructions block and only keep the
Checklist section heading above along with the questions/answers below.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%% END INSTRUCTIONS %%%
\section*{Checklist}
\begin{enumerate}
%%% BEGIN INSTRUCTIONS %%%
The checklist follows the references. Please
read the checklist guidelines carefully for information on how to answer these \item For all authors...
questions. For each question, change the default \answerTODO{} to \answerYes{}, \begin{enumerate}
\answerNo{}, or \answerNA{}. You are strongly encouraged to include a {\bf \item Do the main claims made in the abstract and introduction accurately reflect the paper's contributions and scope?
justification to your answer}, either by referencing the appropriate section of \answerTODO{}
your paper or providing a brief inline description. For example: \item Did you describe the limitations of your work?
\begin{itemize} \answerTODO{}
\item Did you include the license to the code and datasets? \answerYes{See Section~\ref{gen_inst}.} \item Did you discuss any potential negative societal impacts of your work?
\item Did you include the license to the code and datasets? \answerNo{The code and the data are proprietary.} \answerTODO{}
\item Did you include the license to the code and datasets? \answerNA{} \item Have you read the ethics review guidelines and ensured that your paper conforms to them?
\end{itemize} \answerTODO{}
Please do not modify the questions and only use the provided macros for your \end{enumerate}
answers. Note that the Checklist section does not count towards the page
limit. In your paper, please delete this instructions block and only keep the
Checklist section heading above along with the questions/answers below. \item If you are including theoretical results...
%%% END INSTRUCTIONS %%% \begin{enumerate}
\item Did you state the full set of assumptions of all theoretical results?
\answerTODO{}
\begin{enumerate} \item Did you include complete proofs of all theoretical results?
\answerTODO{}
\end{enumerate}
\item For all authors...
\begin{enumerate}
\item Do the main claims made in the abstract and introduction accurately reflect the paper's contributions and scope? \item If you ran experiments...
\answerTODO{} \begin{enumerate}
\item Did you describe the limitations of your work? \item Did you include the code, data, and instructions needed to reproduce the main experimental results (either in the supplemental material or as a URL)?
\answerTODO{} \answerTODO{}
\item Did you discuss any potential negative societal impacts of your work? \item Did you specify all the training details (e.g., data splits, hyperparameters, how they were chosen)?
\answerTODO{} \answerTODO{}
\item Have you read the ethics review guidelines and ensured that your paper conforms to them? \item Did you report error bars (e.g., with respect to the random seed after running experiments multiple times)?
\answerTODO{} \answerTODO{}
\end{enumerate} \item Did you include the total amount of compute and the type of resources used (e.g., type of GPUs, internal cluster, or cloud provider)?
\answerTODO{}
\end{enumerate}
\item If you are including theoretical results...
\begin{enumerate}
\item Did you state the full set of assumptions of all theoretical results? \item If you are using existing assets (e.g., code, data, models) or curating/releasing new assets...
\answerTODO{} \begin{enumerate}
\item Did you include complete proofs of all theoretical results? \item If your work uses existing assets, did you cite the creators?
\answerTODO{} \answerTODO{}
\end{enumerate} \item Did you mention the license of the assets?
\answerTODO{}
\item Did you include any new assets either in the supplemental material or as a URL?
\item If you ran experiments... \answerTODO{}
\begin{enumerate} \item Did you discuss whether and how consent was obtained from people whose data you're using/curating?
\item Did you include the code, data, and instructions needed to reproduce the main experimental results (either in the supplemental material or as a URL)? \answerTODO{}
\answerTODO{} \item Did you discuss whether the data you are using/curating contains personally identifiable information or offensive content?
\item Did you specify all the training details (e.g., data splits, hyperparameters, how they were chosen)? \answerTODO{}
\answerTODO{} \end{enumerate}
\item Did you report error bars (e.g., with respect to the random seed after running experiments multiple times)?
\answerTODO{}
\item Did you include the total amount of compute and the type of resources used (e.g., type of GPUs, internal cluster, or cloud provider)? \item If you used crowdsourcing or conducted research with human subjects...
\answerTODO{} \begin{enumerate}
\end{enumerate} \item Did you include the full text of instructions given to participants and screenshots, if applicable?
\answerTODO{}
\item Did you describe any potential participant risks, with links to Institutional Review Board (IRB) approvals, if applicable?
\item If you are using existing assets (e.g., code, data, models) or curating/releasing new assets... \answerTODO{}
\begin{enumerate} \item Did you include the estimated hourly wage paid to participants and the total amount spent on participant compensation?
\item If your work uses existing assets, did you cite the creators? \answerTODO{}
\answerTODO{} \end{enumerate}
\item Did you mention the license of the assets?
\answerTODO{}
\item Did you include any new assets either in the supplemental material or as a URL? \end{enumerate}
\answerTODO{}
\item Did you discuss whether and how consent was obtained from people whose data you're using/curating?
\answerTODO{} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\item Did you discuss whether the data you are using/curating contains personally identifiable information or offensive content?
\answerTODO{}
\end{enumerate} \appendix
\item If you used crowdsourcing or conducted research with human subjects... \section{Appendix}
\begin{enumerate}
\item Did you include the full text of instructions given to participants and screenshots, if applicable?
\answerTODO{} Optionally include extra information (complete proofs, additional experiments and plots) in the appendix.
\item Did you describe any potential participant risks, with links to Institutional Review Board (IRB) approvals, if applicable? This section will often be part of the supplemental material.
\answerTODO{}
\item Did you include the estimated hourly wage paid to participants and the total amount spent on participant compensation?
\answerTODO{}
\end{enumerate}
\end{enumerate}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\appendix
\section{Appendix}
Optionally include extra information (complete proofs, additional experiments and plots) in the appendix.
This section will often be part of the supplemental material.
\end{document} \end{document}
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