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\label              
\end         

\section          
\label                  

                                                                   
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\section                                            
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%\begin           
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%       \item                                                                                                        \emph                                                                                                                                     \ref                   
%       \item                                                                          \ref                         \ref                                                                                                      
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\textbf                                                              
                  \textbf                                          
                                    \textbf                        
                                                                    
                                                            
                            \ref                          
\ref                                                                 

\subsection                                      
\label         

%\begin              
%\includegraphics          \textwidth                      
%\includegraphics           \textwidth                             
%\caption                                                                                                                                                                                                                                                                                               $        $                                                                                                                                                        
%\label         
%\end         

%                                                               
%                                                              
%                                                                   
%                                                      
                                                             
                                                           
                                                            
                                                                  
             

\paragraph                                                         
                                                                 
                                                                 
       \footnote                                                  
\emph              \emph                                 
%                                                                                                                                                                                                                                    
%                                                                                 $\covmx$             \ref                \ref                                                                                           $      $                                                                                                                                                                                     
%                                                 $                  $      $\preffunofparam$                        $ $             
                                                    $\preffunofparam$                        $ $             
$ \preffunvec   
\begin         
      \myvec \param        \myvec \param      \dots    \myvec \param       
\end           
$ 
                                                                   $\myvec \param        \mathds     $                                                
%             $    $ \Revision                                   
%                                                              
%                                                      
%                                                               
%         \cite                                                  
%                                                \ref                 
%                                                           
%$    $                           $                      $       
%                             $\paramunknown$                       
%             $\preffunvec$ 
\Revision                                                 
                        \cite                                        
                $    $                                                
                                                                   
                                           $    $                     
                                                               
          \ref                                                  
                                                    
$\covfun \param \param  $                                    
                            $\param$     $\param $           
                                           
\begin          
    \covfun \param \param     \sigma        \exp \Bigg   \frac  \param   \param            \Bigg    \beta     \delta       
    \label          
\end          
             $\sigma    $                           $ $      
$\beta     \delta      $                                           
                                                                    
                                    $\left\lVert         \param 
\right       \approx  $                                          
$\covfun \param \param   \approx \sigma       \beta     \delta      $ 
                                              $\preffunofparam        
\preffun \myvec \param   $ 
               $\left\lVert         \param  \right      $          
                                                                 
                                      $\covfun \param  \param  
\approx  $ 

\begin           
\includegraphics            \textwidth                           
\caption                                                            
                                                                     
                                                                  
                                                                   
                                
\label                  
\end        

                      $\covmx$                                                           
\begin          
\covmx  
    \begin         
        \covfun \param    \param      \covfun \param    \param      \ldots   \covfun \param    \param      
        \covfun \param    \param      \covfun \param    \param      \ldots   \covfun \param    \param      
        \vdots   \vdots   \ddots   \vdots   
        \covfun \param    \param      \covfun \param    \param      \ldots   \covfun \param    \param   
    \end          
\end          
                $\covmx$                     $\sigma      
\beta     \delta      $                                        
$\paramunknown$               
\begin          
\kstar   
\begin         
    \covfun \paramunknown        \covfun \paramunknown        \dots  \covfun \paramunknown      
\end            
\end          
       $            \paramunknown$      $\kstars  
\covfun \paramunknown  \paramunknown $                                
             $
\begin         
 \preffunvec  \preffun \paramunknown 
\end           
$
                             $\covfun \param  \param  $ 

\begin          
    \begin         
     \preffunvec    
     \preffun \paramunknown 
    \end         
    \sim \mathcal    \Bigg     
    \begin         
     \covmx   \kstart    \kstar          
    \end         
     \Bigg  
\end          

\begin           
\caption                                                              
\renewcommand \arraystretch        
          
    \begin              
                  
                                        
                  
          $\myvec   $                               
          $                  $                                                 
          $\preffunofparam$                                                   
          $ $                                    
          $\paramunknown$                                       
          $\preffunvec$                               
          $ $                                        
          $\covfun \param \param  $                                  
          $\sigma    $                       
          $ $                          
          $\beta     $                        
          $\delta      $                             
          $\covmx$                                   
          $\boldsymbol \theta $                                                  
          $    \alpha $                           
          $\phi \myvec        $                                            
          $\myvec   $                                
          $\myvec   $                                                
          $ $                                          
          $\mathcal                 \sigma    $   $\frac    \sqrt     \sigma     \exp  \frac             \sigma    $            
          $ $                                     
          $\myvec       $                                     
          $\psi \myvec        $                                                    
          $  \param $   $\frac       \preffunofparam                      $            
          $\tau$                                       
          $ $                               
          $  \myvec         \myvec     $                                          
          $  \myvec     $                                               
                     
    \end         
\label              
\end       

        $                      $                                  
                        $                                            
 $                                                                    
    $                      $                                
\begin        
                              \kstart \covmx      \preffunvec    
    \sigma                            \kstars   \kstar \covmx      \kstart             
    \label             
\end        
                                                           
                                                $\boldsymbol \theta   
  \sigma        $     \ref                                        
                                                                     
                                                                 
                                                                   
\begin          
    \log  \big  \preffunvec   \param  \boldsymbol \theta \big      \frac       \preffunvec   \covmx      \preffunvec   \frac       \log  \covmx    \frac       \log      
\end          

                                                         
                                    $    \alpha $             
\begin          
\frac \partial  \partial \theta    \log  \Big  \preffunvec   \param  \boldsymbol \theta \Big      \frac           \Bigg   \left      \alpha      \alpha    \covmx      \right  \frac \partial \covmx  \partial \theta    \Bigg   
    \label           
\end          
                                                                      
                                                                    
                                                                    
                                                                
                                                                      
                                                                   
                        \cite                                         
           $\boldsymbol \theta $                                    
                  \ref                                          
                                                         
                                                              
                                                            
\cite                                                          
\cite                                                                
                                                                
                                                                     
                            
                                                                    
                                                              
                                                                 
\cite                                                       
                                                                    
                                                                      
                                         

\paragraph                          
                               $\preffun$                            
                                                                   
                                                                     
                                                                
$\preffun$                                                       
                                                                   
                                                               
                                                              
                                                                  
                                                                
                                                                      
                                                           
                                 $  $ %     $  $ %               
                                                               
              \ref                                         $  $ % 
                        $  $ %  

\begin           
\includegraphics            \textwidth                       
\caption                                                             
                                                              
                                                                     
                                                                     
                                                   
\label                      
\end        

\subsection                               
\label         

%                                                                   
%                                                                    
%                                                                 
%                                      
                                                                      
                                                                     
                                                       
\ref                                                             
                                                                   
                                                                     
                                                               
                                                                   
                                                               
                                                                  
                                                               
                                              
\cite                                                            
                                                                  
                                                                    
                                                                     
      
                                                                     
                                                                
$\phi    \mathds           \rightarrow    \mathds     $           
                     $ $                                        
                       $ $                                         
                                                                    
                              $     $                       
                                                    \emph       
           

\begin             
\includegraphics            \textwidth                                             
\includegraphics            \textwidth                                              
\includegraphics            \textwidth                                   
\includegraphics            \textwidth                                    
\includegraphics            \textwidth                                   
\includegraphics            \textwidth                                    
\caption                                                             
                                                                   
                                      
\label                    
\end         

                                                                    
                                                              
                                                                 
                                                                     
                                                              
                                                                
       \cite                                                      
                   $\phi$                                             
                                                                  
           \cite                                                      
                                                             
                                                                  
                              \ref                        

\sloppy                                                    
                           \cite                             
                                         $ $ $  $       $      $    
           $ $ $  $       $    $        $       \cdot   $            
                                          \emph                    
\emph                          \emph                              
                                    \cite                      
                      \cite                                         
                       \cite                  $                   
\beta                \beta                  \epsilon                 
\text                 $                                              
                                           
$\mathcal      \mathcal     $               
\cite                                                        
\cite                                                                
                                                                      
                                                                     
                                                               
             
%                                                       $\sigma        $   
\Revision                                                  $     $    
                                                  $     $     $   $
                                                                   
                                                               
                                                      
\Revision $       $                                    $\mathcal     $
                                                                     
                                                    
       \Revision                              $    $               
                                                                    
                                                                   
                                                                   $ $
   $ $                                                               
                                    \cite                             
         \emph                                    

                                                                      
                                                               
                                                    
    \shortcite                                                        
                                                              
                                                                
                                              
\setlength \columnsep        
\begin                    \textwidth 
            
  %\hspace      
  \vspace        %                                     
  %\vspace        % 
  \includegraphics          \textwidth                           
  %\vspace        %                                     
  %\vspace           % 
  \vspace          % 
%  \vspace          %
%  \caption         
\end            
%                                                                 
%                                                                   
%         
                                                                   
                                             \cite                  
                                                                  
\cite                                                             
                                                             
                                                                      
                                                                    
                                                                    
                                                     $   $            
                                                                 
         $    $                                                       
                                                                     
         $  $    $ $       
%\begin             
%\includegraphics            \textwidth                           
%\caption          
%\label              
%\end        

\subsection                                 
\label           
                                                                     
                                                                      
                                                      
                                                                      
                                                                 
                                                                     
                                                          
                                                                   
                                                                     
\cite                                                               
                                                            
                                                                  
                                                                 
                                                             
             \cite                                            
                                                                      
                                                                   
                                                                   

                                                  
\cite                                                               
                                                                     
                 $ \myvec     
\begin         
 \cdots \myvec      \cdots   
\end           
$
     $\myvec          \mathds     $                                                 
$ \myvec      
\begin         
 \cdots \myvec      \cdots   
\end           
$      $\myvec          \mathds     $ 
           $             $               $    $     $   $             
                                                                      
                                              $ $             
                            
\begin          
%  \Big  \myvec      \myvec     \boldsymbol \theta  \Big    \prod           \mathcal    \Big  \myvec                 \myvec    \myvec    \myvec    \boldsymbol \theta     \sigma   \myvec    \Big  
  \Big  \myvec      \myvec     \boldsymbol \theta  \Big    \prod           \mathcal    \Big  \myvec           \myvec        \myvec               \beta      \myvec    \Big  
\end          
      $\myvec       $                                   $\covmx$
                             \ref                                  
$\covfun \param \param   \rightarrow   \myvec    \myvec        $    
                                                                      
   $\myvec   $     $\boldsymbol \theta $       
\begin          
    \myvec       \boldsymbol \theta      \argmax  \myvec    \boldsymbol \theta      \log \Big    \Big  \myvec      \myvec     \boldsymbol \theta  \Big  \Big  
\end          
                                                                     
\cite                                                               
$\myvec   $ \cite                           $\boldsymbol \theta $   
                                                                      
                                                                      
                                                             
$\myvec        \psi \myvec        $       
\begin          
    \begin         
     \myvec       
     \myvec       
    \end         
    \sim \mathcal    \Bigg     
    \begin         
     \myvec          \myvec                \myvec              \myvec            
    \end         
     \Bigg  
\end          
                                       
\begin        
    \psi \myvec             \myvec             \myvec          \myvec       
    \sigma \psi \myvec             \myvec               \myvec            \myvec          \myvec                         
    \label             
\end        
                       $\myvec         $                             
                                                              
                                          
