\documentclass[accepted]{uai2025} % for initial submission
\usepackage{times}  
\usepackage{helvet}  
\usepackage{courier}  
\usepackage{url}  
\usepackage{graphicx} 
%% Some suggested packages, as needed:
\usepackage{natbib} % has a nice set of citation styles and commands
    \bibliographystyle{plainnat}
    \renewcommand{\bibsection}{\subsubsection*{References}} 
\usepackage{caption}  

% For theorems and such
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{mathtools}
\usepackage{amsthm}
\usepackage{thmtools}
\usepackage{algorithm}
\usepackage{algorithmic}
\usepackage{booktabs}


% others
\usepackage{tabularx}
\usepackage{makecell}
\usepackage{xcolor}
\usepackage{xspace}
\usepackage{enumitem}
\usepackage{todonotes}
\usepackage{changepage}



% DISALLOWED PACKAGES
% \usepackage{authblk} -- This package is specifically forbidden
% \usepackage{balance} -- This package is specifically forbidden
% \usepackage{color (if used in text)
% \usepackage{CJK} -- This package is specifically forbidden
% \usepackage{float} -- This package is specifically forbidden
% \usepackage{flushend} -- This package is specifically forbidden
% \usepackage{fontenc} -- This package is specifically forbidden
% \usepackage{fullpage} -- This package is specifically forbidden
% \usepackage{geometry} -- This package is specifically forbidden
% \usepackage{grffile} -- This package is specifically forbidden
% \usepackage{hyperref} -- This package is specifically forbidden
% \usepackage{navigator} -- This package is specifically forbidden
% (or any other package that embeds links such as navigator or hyperref)
% \indentfirst} -- This package is specifically forbidden
% \layout} -- This package is specifically forbidden
% \multicol} -- This package is specifically forbidden
% \nameref} -- This package is specifically forbidden
% \usepackage{savetrees} -- This package is specifically forbidden
% \usepackage{setspace} -- This package is specifically forbidden
% \usepackage{stfloats} -- This package is specifically forbidden
% \usepackage{tabu} -- This package is specifically forbidden
% \usepackage{titlesec} -- This package is specifically forbidden
% \usepackage{tocbibind} -- This package is specifically forbidden
% \usepackage{ulem} -- This package is specifically forbidden
% \usepackage{wrapfig} -- This package is specifically forbidden
% DISALLOWED COMMANDS
% \nocopyright -- Your paper will not be published if you use this command
% \addtolength -- This command may not be used
% \balance -- This command may not be used
% \baselinestretch -- Your paper will not be published if you use this command
% \clearpage -- No page breaks of any kind may be used for the final version of your paper
% \columnsep -- This command may not be used
% \newpage -- No page breaks of any kind may be used for the final version of your paper
% \pagebreak -- No page breaks of any kind may be used for the final version of your paperr
% \pagestyle -- This command may not be used
% \tiny -- This is not an acceptable font size.
% \vspace{- -- No negative value may be used in proximity of a caption, figure, table, section, subsection, subsubsection, or reference
% \vskip{- -- No negative value may be used to alter spacing above or below a caption, figure, table, section, subsection, subsubsection, or reference

% \setcounter{secnumdepth}{0} %May be changed to 1 or 2 if section numbers are desired.

% The file aaai25.sty is the style file for AAAI Press
% proceedings, working notes, and technical reports.
%

% Title

% Your title must be in mixed case, not sentence case.
% That means all verbs (including short verbs like be, is, using,and go),
% nouns, adverbs, adjectives should be capitalized, including both words in hyphenated terms, while
% articles, conjunctions, and prepositions are lower case unless they
% directly follow a colon or long dash
\title{Finding Interior Optimum of Black-box \\Constrained Objective with Bayesian Optimization}
% \title{Learning Regions of Interest for \\Bayesian Optimization with Unknown Constraints}



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% THEOREMS
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newtheorem{theorem}{Theorem}
\newtheorem{lemma}{Lemma}
\newtheorem{assumption}{Assumption}
\newtheorem{conj}{Conjecture}
\newtheorem{rem}{Remark}
\declaretheorem[name=Corollary]{cor} % thmtools is needed
\declaretheorem[name=Lemma]{lem}
% \declaretheorem[name=Remark]{rem}
\declaretheorem[name=Theorem]{thm}
\declaretheorem[name=Proposition]{prop}
\declaretheorem[name=Definition]{defn}
\declaretheorem[name=Assumption]{assump}

\theoremstyle{remark}
\newtheorem{remark}[theorem]{Remark}

\input{T-math_commands}
\input{T-macros}


\author[]{\href{mailto:<zhangfx@uchicago.edu>?Subject=Your UAI 2025 paper}{Fengxue Zhang}{}}
\author[]{\href{mailto:<chenyuxin@uchicago.edu>?Subject=Your UAI 2025 paper}{Yuxin Chen}{}}
% Add affiliations after the authors
\affil[]{%
    Computer Science Dept.\\
    University of Chicago\\
    Chicago, Illinois, USA
}



\begin{document}
\maketitle


\input{C0-Abstract.tex}
\input{C1-Intro}
\input{C2-Related}
\input{C3-Problem}
\input{C4-Method}
\input{C5-Analysis}
\input{C6-Exp}
\input{C7-Discussion}
\input{C8-Ack}

\bibliography{uai25}


\newcommand{\appsection}[1]{\section*{Appendix \Alph{section}: #1}\addtocounter{section}{1}}

\input{C-Appendix}


\end{document}

