\documentclass[11 pt,xcolor={dvipsnames,svgnames,x11names,table}]{beamer}
\usepackage[english]{babel}
\usepackage{polski}
\usetheme[
bullet=circle, % Other option: square
bigpagenumber, % circled page number on lower right
topline=true, % colored bar at the top of the frame
shadow=false, % Shading for beamer blocks
watermark=BG_lower, % png file for the watermark
]{Flip}
%\logo{\kern+1.em\includegraphics[height=1cm]{SHiP-3_LightCharcoal}}
\usepackage[lf]{berenis}
\usepackage[LY1]{fontenc}
\usepackage[utf8]{inputenc}
\usepackage{emerald}
\usefonttheme{professionalfonts}
\usepackage[no-math]{fontspec}
\defaultfontfeatures{Mapping=tex-text} % This seems to be important for mapping glyphs properly
\setmainfont{Gillius ADF} % Beamer ignores "Experience in Machine Learning and Data Analysis applications to business, medicine and science, including but not limited to image recognition, EEG/MRI decoding, Diabetic Retinopathy Detection, High Energy Physics.main font" in favor of sans font
\setsansfont{Gillius ADF} % This is the font that beamer will use by default
% \setmainfont{Gill Sans Light} % Prettier, but harder to read
\setbeamerfont{title}{family=\fontspec{Gillius ADF}}
\input t1augie.fd
%\newcommand{\handwriting}{\fontspec{augie}} % From Emerald City, free font
%\newcommand{\handwriting}{\usefont{T1}{fau}{m}{n}} % From Emerald City, free font
% \newcommand{\handwriting}{} % If you prefer no special handwriting font or don't have augie
%% Gill Sans doesn't look very nice when boldfaced
%% This is a hack to use Helvetica instead
%% Usage: \textbf{\forbold some stuff}
%\newcommand{\forbold}{\fontspec{Arial}}
\usepackage{graphicx}
\usepackage[export]{adjustbox}
\usepackage{amsmath}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{bm}
\usepackage{colortbl}
\usepackage{mathrsfs} % For Weinberg-esque letters
\usepackage{cancel} % For "SUSY-breaking" symbol
\usepackage{slashed} % for slashed characters in math mode
\usepackage{bbm} % for \mathbbm{1} (unit matrix)
\usepackage{amsthm} % For theorem environment
\usepackage{multirow} % For multi row cells in table
\usepackage{arydshln} % For dashed lines in arrays and tables
\usepackage{siunitx}
\usepackage{xhfill}
\usepackage{grffile}
\usepackage{textpos}
\usepackage{subfigure}
\usepackage{tikz}
%\usepackage{hepparticles}
\usepackage[italic]{hepparticles}
\usepackage{hepnicenames}
% Drawing a line
\tikzstyle{lw} = [line width=20pt]
\newcommand{\topline}{%
\tikz[remember picture,overlay] {%
\draw[crimsonred] ([yshift=-23.5pt]current page.north west)
-- ([yshift=-23.5pt,xshift=\paperwidth]current page.north west);}}
% % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % %
\usepackage{tikzfeynman} % For Feynman diagrams
\usetikzlibrary{arrows,shapes}
\usetikzlibrary{trees}
\usetikzlibrary{matrix,arrows} % For commutative diagram
% http://www.felixl.de/commu.pdf
\usetikzlibrary{positioning} % For "above of=" commands
\usetikzlibrary{calc,through} % For coordinates
\usetikzlibrary{decorations.pathreplacing} % For curly braces
% http://www.math.ucla.edu/~getreuer/tikz.html
\usepackage{pgffor} % For repeating patterns
\usetikzlibrary{decorations.pathmorphing} % For Feynman Diagrams
\usetikzlibrary{decorations.markings}
\tikzset{
% >=stealth', %% Uncomment for more conventional arrows
vector/.style={decorate, decoration={snake}, draw},
provector/.style={decorate, decoration={snake,amplitude=2.5pt}, draw},
antivector/.style={decorate, decoration={snake,amplitude=-2.5pt}, draw},
fermion/.style={draw=gray, postaction={decorate},
decoration={markings,mark=at position .55 with {\arrow[draw=gray]{>}}}},
fermionbar/.style={draw=gray, postaction={decorate},
decoration={markings,mark=at position .55 with {\arrow[draw=gray]{<}}}},
fermionnoarrow/.style={draw=gray},
gluon/.style={decorate, draw=black,
decoration={coil,amplitude=4pt, segment length=5pt}},
scalar/.style={dashed,draw=black, postaction={decorate},
decoration={markings,mark=at position .55 with {\arrow[draw=black]{>}}}},
scalarbar/.style={dashed,draw=black, postaction={decorate},
decoration={markings,mark=at position .55 with {\arrow[draw=black]{<}}}},
scalarnoarrow/.style={dashed,draw=black},
electron/.style={draw=black, postaction={decorate},
decoration={markings,mark=at position .55 with {\arrow[draw=black]{>}}}},
bigvector/.style={decorate, decoration={snake,amplitude=4pt}, draw},
}
% TIKZ - for block diagrams,
% from http://www.texample.net/tikz/examples/control-system-principles/
% \usetikzlibrary{shapes,arrows}
\tikzstyle{block} = [draw, rectangle,
minimum height=3em, minimum width=6em]
\usetikzlibrary{backgrounds}
\usetikzlibrary{mindmap,trees} % For mind map
\newcommand{\degree}{\ensuremath{^\circ}}
\newcommand{\E}{\mathrm{E}}
\newcommand{\Var}{\mathrm{Var}}
\newcommand{\Cov}{\mathrm{Cov}}
\newcommand\Ts{\rule{0pt}{2.6ex}} % Top strut
\newcommand\Bs{\rule[-1.2ex]{0pt}{0pt}} % Bottom strut
\graphicspath{{images/}} % Put all images in this directory. Avoids clutter.
% SOME COMMANDS THAT I FIND HANDY
% \renewcommand{\tilde}{\widetilde} % dinky tildes look silly, dosn't work with fontspec
\newcommand{\comment}[1]{\textcolor{comment}{\footnotesize{#1}\normalsize}} % comment mild
\newcommand{\Comment}[1]{\textcolor{Comment}{\footnotesize{#1}\normalsize}} % comment bold
\newcommand{\COMMENT}[1]{\textcolor{COMMENT}{\footnotesize{#1}\normalsize}} % comment crazy bold
\newcommand{\Alert}[1]{\textcolor{Alert}{#1}} % louder alert
\newcommand{\ALERT}[1]{\textcolor{ALERT}{#1}} % loudest alert
%% "\alert" is already a beamer pre-defined
\newcommand*{\Scale}[2][4]{\scalebox{#1}{$#2$}}%
\def\Put(#1,#2)#3{\leavevmode\makebox(0,0){\put(#1,#2){#3}}}
\usepackage{gmp}
\usepackage[final]{feynmp-auto}
\usepackage[backend=bibtex,style=numeric-comp,firstinits=true]{biblatex}
\bibliography{bib}
\setbeamertemplate{bibliography item}[text]
\makeatletter\let\frametextheight\beamer@frametextheight\makeatother
% suppress frame numbering for backup slides
% you always need the appendix for this!
\newcommand{\backupbegin}{
\newcounter{framenumberappendix}
\setcounter{framenumberappendix}{\value{framenumber}}
}
\newcommand{\backupend}{
\addtocounter{framenumberappendix}{-\value{framenumber}}
\addtocounter{framenumber}{\value{framenumberappendix}}
}
\definecolor{links}{HTML}{2A1B81}
%\hypersetup{colorlinks,linkcolor=,urlcolor=links}
% For shapo's formulas:
\def\lsi{\raise0.3ex\hbox{$<$\kern-0.75em\raise-1.1ex\hbox{$\sim$}}}
\def\gsi{\raise0.3ex\hbox{$>$\kern-0.75em\raise-1.1ex\hbox{$\sim$}}}
\newcommand{\lsim}{\mathop{\lsi}}
\newcommand{\gsim}{\mathop{\gsi}}
\newcommand{\wt}{\widetilde}
%\newcommand{\ol}{\overline}
\newcommand{\Tr}{\rm{Tr}}
\newcommand{\tr}{\rm{tr}}
\newcommand{\eqn}[1]{&\hspace{-0.7em}#1\hspace{-0.7em}&}
\newcommand{\vev}[1]{\rm{$\langle #1 \rangle$}}
\newcommand{\abs}[1]{\rm{$\left| #1 \right|$}}
\newcommand{\eV}{\rm{eV}}
\newcommand{\keV}{\rm{keV}}
\newcommand{\GeV}{\rm{GeV}}
\newcommand{\im}{\rm{Im}}
\newcommand{\disp}{\displaystyle}
\def\be{\begin{equation}}
\def\ee{\end{equation}}
\def\ba{\begin{eqnarray}}
\def\ea{\end{eqnarray}}
\def\d{\partial}
\def\l{\left(}
\def\r{\right)}
\def\la{\langle}
\def\ra{\rangle}
\def\e{{\rm e}}
\def\Br{{\rm Br}}
\author{ {\fontspec{Trebuchet MS}Marcin Chrz\k{a}szcz} (Universit\"{a}t Z\"{u}rich, IFJ PAN)}
\institute{UZH}
\title[Physics Prize; Flavour of Physics Challange ]{Physics Prize; Flavour of Physics Challange}
\date{25 September 2014}
\begin{document}
\tikzstyle{every picture}+=[remember picture]
{
\setbeamertemplate{sidebar right}{\llap{\includegraphics[width=\paperwidth,height=\paperheight]{bubble2}}}
\begin{frame}[c]%{\phantom{title page}}
\begin{center}
\begin{center}
\begin{columns}
\begin{column}{0.75\textwidth}
\flushright\fontspec{Trebuchet MS}\bfseries \Huge {Physics Prize Flavours of Physics Challange}
\end{column}
\begin{column}{0.02\textwidth}
{~}
\end{column}
\begin{column}{0.23\textwidth}
% \hspace*{-1.cm}
\vspace*{-3mm}
\includegraphics[width=0.6\textwidth]{lhcb-logo}
\end{column}
\end{columns}
\end{center}
\quad
\vspace{3em}
\begin{columns}
\begin{column}{0.44\textwidth}
\flushright \vspace{-1.8em} {\fontspec{Trebuchet MS} \Large Marcin Chrząszcz\\\vspace{-0.1em}\small \href{mailto:mchrzasz@cern.ch}{mchrzasz@cern.ch}}
\end{column}
\begin{column}{0.53\textwidth}
\includegraphics[height=1.3cm]{uzh-transp}{~}{~}
\includegraphics[height=1.1cm]{ifj.png}
\end{column}
\end{columns}
\vspace{1em}
\footnotesize\textcolor{gray}{Universit\"{a}t Z\"{u}rich, \\ Institute of Nuclear Physics, Polish Academy of Science}\normalsize\\
\vspace{0.5em}
\textcolor{normal text.fg!50!Comment}{NIPS conference, Montreal\\December 11, 2015}
\end{center}
\end{frame}
}
\begin{frame}[c]{From domain to challenge and back}
{~}
\begin{minipage}{\textwidth}
\includegraphics[width=0.95\textwidth]{images/problem.png}\\
{\color{ PineGreen}{$\Rrightarrow$}} Not all solutions can be reimported back to HEP {\color{ PineGreen}{$\rightarrowtail$}} Physics prize for the ones that can!
\end{minipage}
\vspace*{2.cm}
\end{frame}
\begin{frame}[c]{Physics Prize}
{~}
\begin{minipage}{\textwidth}
{\color{ PineGreen}{$\Rrightarrow$}} HEP meets ML Award\\
An award will be given to the team that, as judged by the LHCb collaboration members on the organizing committee, creates a model that is the most useful for the LHCb experiment. The selection criteria include:
\begin{itemize}
\item The simplicity/straightforwardness/originality of the approach.
\item The computing requirements (CPU and memory demands).
\item The suitability for use in production.
\item The robustness with respect to lack of training statistics.
\end{itemize}
The winning team will be awarded $2000~\$ $ and invited to meet the LHCb collaboration physicists at dedicated {\color{PineGreen}{\href{https://indico.cern.ch/event/433556/other-view?view=lhcb_meeting}{workshop}}} held by University of Zurich on Feb. 18-20, 2016. \\ We thank Intel for supporting this prize.
\pause
\begin{exampleblock}{Upgrade:}
Due to high level of submitted solutions we decided to increase award TWO physics prices, $2000~\$ $ each.
\end{exampleblock}
\end{minipage}
\vspace*{2.cm}
\end{frame}
\begin{frame}[c]{Other members of the physics prize committee}
{~}
\begin{minipage}{\textwidth}
\begin{center}
\begin{columns}
\column{0.22\textwidth}
\includegraphics[width=0.93\textwidth]{images/pkoppenburg.jpg} \\P. Koppenburg
\column{0.22\textwidth}
\includegraphics[width=0.93\textwidth, height=2cm]{images/tblake.pdf} \\T. Blake
\column{0.22\textwidth}
\includegraphics[width=0.83\textwidth]{images/Marc-OlivierBettler.jpg} \\M. Bettler
\column{0.22\textwidth}
\includegraphics[width=0.93\textwidth]{images/dettori2.jpg} \\F. Dettori
\end{columns}
\begin{columns}
\column{0.22\textwidth}
\column{0.23\textwidth}
\includegraphics[width=0.93\textwidth]{images/andrey.jpg} \\A. Ustyuzhanin
\column{0.27\textwidth}
\includegraphics[width=0.73\textwidth]{images/tatiana.png} \\T. Likhomanenko
\column{0.22\textwidth}
\end{columns}
\end{center}
\end{minipage}
\vspace*{2.cm}
\end{frame}
\begin{frame}[c]{And the winners are:}
{~}
\begin{minipage}{\textwidth}
%\pause
\begin{columns}
\column{0.2\textwidth}
\includegraphics[width=0.95\textwidth]{images/gaitan.pdf}
\column{0.8\textwidth}
{\color{PineGreen}{Vincens Gaitan}}, R\&D director in the Grupo AIA. Studied physics and got a PhD in Machine Learning in 1993 with the ALEPH. \\
Very good physics understanding of the problem and the tests!
\end{columns}
{~}\\{~}\\
{\color{PineGreen}{ $\Rrightarrow$ }} Derived a number of very different approaches (some being hacks) that are well documented in this {\color{PineGreen}{ \href{http://blog.kaggle.com/2015/10/27/passing-the-tests-strategies-used-in-cerns-flavour-of-physics/}{blog} }}
{\color{PineGreen}{ $\Rrightarrow$ }} Interesting ideas of doping the background training sample with simulated events from other channel, thus forcing the classifier to be less dependent on data-MC differences.
\begin{exampleblock}{}
This technique might help in the every analysis where DATA/MC differences are problematic.
\end{exampleblock}
\end{minipage}
\vspace*{2.cm}
\end{frame}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{frame}[c]{And the winners are:}
{~}
\begin{minipage}{\textwidth}
%\pause
\begin{columns}
\column{0.2\textwidth}
\includegraphics[width=0.95\textwidth]{images/raklin.jpg}
\column{0.8\textwidth}
{\color{PineGreen}{Alexander Rakhlin}}, self-employed, previously
Uniastrum Bank.\\ Finished National Research University of Electronic Technology (MIET).
\end{columns}
{~}\\
{\color{PineGreen}{ $\Rrightarrow$ }} Experience in Machine Learning and Data Analysis applications to business, medicine and science, including but not limited to image recognition, EEG/MRI decoding, Diabetic Retinopathy Detection, \textbf{High Energy Physics}.
{\color{PineGreen}{ $\Rrightarrow$ }} This solutions really makes us optimistic as it solves problem that we are usually facing in rare decays:
\begin{itemize}
\item Small statistics
\item Imperfect MC
\item Translating information from control to signal channel.
\end{itemize}
\end{minipage}
\vspace*{2.cm}
\end{frame}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5
\begin{frame}[c]{Advertisement}
{~}
\begin{minipage}{\textwidth}
{\color{PineGreen}{ $\Rrightarrow$ }} The physics winners are invited to the ''Heavy Flavour Data mining'' workshop at Zurich.\\
{\color{PineGreen}{ $\Rrightarrow$ }} You are ALL INVITED! Please come and help us discover NP.\\
{\color{PineGreen}{ $\Rrightarrow$ }} Register: {\color{PineGreen}{ \href{https://indico.cern.ch/event/433556/other-view?view=lhcb_meeting}{LINK} }}.
\begin{center}
\includegraphics[width=0.75\textwidth]{images/zurich-switzerland.jpg}
\end{center}
\end{minipage}
\vspace*{2.cm}
\end{frame}
\backupbegin
\backupend
\end{document}
mchrzasz