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guanucolui |
%% ----------------------------------------------------------------
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%% Definitions.tex
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%% ----------------------------------------------------------------
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\newcommand{\BibTeX}{{\rm B\kern-.05em{\sc i\kern-.025em b}\kern-.08em T\kern-.1667em\lower.7ex\hbox{E}\kern-.125emX}}
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%% People
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\newcounter{address}
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\setcounter{address}{1}
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\renewcommand{\theaddress}{\textsuperscript{\fnsymbol{address}}}
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\newcommand{\address}[1]{\refstepcounter{address}\theaddress#1\\}
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\newcommand{\Name}[3]{\texorpdfstring{\href{mailto:#3}{#2}#1}{#2}\xspace}
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\newcommand{\SteveRGunn}[1]{\Name{#1}{Steve R. Gunn}{S.R.Gunn@ecs.soton.ac.uk}}
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%% Dingbats
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\newcommand{\tick}{\ding{51}}
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\newcommand{\cross}{\ding{55}}
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%% Calculus
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\newcommand{\pd}[2]{\ensuremath{\frac{\partial #1}{\partial #2}}\xspace}
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\newcommand{\fd}[2]{\ensuremath{\frac{d #1}{d #2}}\xspace}
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\newcommand{\dint}{\ensuremath{\int\!\!\!\int}\xspace}
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\newcommand{\tint}{\ensuremath{\int\!\!\!\int\!\!\!\int}\xspace}
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%% Math Sets
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\newcommand{\Q}[1]{\ensuremath{\mathbb{#1}}\xspace}
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\newcommand{\R}{\Q{R}}
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%% Matrix, Vector
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\newcommand{\V}[1]{\ensuremath{\boldsymbol{#1}}\xspace}
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\newcommand{\M}[1]{\ensuremath{\boldsymbol{#1}}\xspace}
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\newcommand{\0}{\V{0}}
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\newcommand{\1}{\V{1}}
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\newcommand{\I}{\M{I}}
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%% Math Functions
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\newcommand{\F}[1]{\ensuremath{\mathrm{#1}}\xspace}
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\newcommand{\sgn}{\F{sgn}}
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\newcommand{\tr}{\F{trace}}
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\newcommand{\diag}{\F{diag}}
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%% Math Names
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\newcommand{\N}[1]{\ensuremath{\mathit{#1}}\xspace}
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%% Data
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\newcommand{\mc}[1]{\ensuremath{\mathcal{#1}}\xspace}
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\newcommand{\Hyp}{\mc{H}}
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\newcommand{\D}{\mc{D}}
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%% Kernel
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\newcommand{\K}{\M{K}}
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\newcommand{\eins}{\texorpdfstring{\ensuremath{\epsilon}}{\textepsilon}-insensitive\xspace}
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\newcommand{\e}{\ensuremath{\epsilon}\xspace}
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\newcommand{\Bxi}{\ensuremath{\boldsymbol{\xi}}\xspace}
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\newcommand{\Kanova}{\ensuremath{\mathit{K_{ANOVA}}}\xspace}
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\newcommand{\Kspline}{\ensuremath{\mathit{K_{spline}}}\xspace}
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%% Bayesian
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\newcommand{\MP}{\ensuremath{\mathit{{\scriptscriptstyle \hspace{-1.5pt}M\hspace{-1.5pt}P}}}\xspace}
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\newcommand{\ML}{\ensuremath{\mathit{{\scriptscriptstyle \hspace{-1.5pt}M\hspace{-1.5pt}L}}}\xspace}
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\newcommand{\Qw}{\ensuremath{Q_{\w}(\w)}\xspace}
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\newcommand{\Qa}{\ensuremath{Q_{\Ba}(\Ba)}\xspace}
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\newcommand{\Qb}{\ensuremath{Q_{\beta}(\beta)}\xspace}
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\newcommand{\wMPab}{\ensuremath{\w_{\MP|\bar {\Ba},\bar \beta}}\xspace}
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\newcommand{\wMP}{\ensuremath{\w_{\MP}}\xspace}
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\newcommand{\yMP}{\ensuremath{y_{\MP}}\xspace}
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\newcommand{\BaMP}{\ensuremath{\Ba_{\hspace{1pt}\MP}}\xspace}
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\newcommand{\aMP}{\ensuremath{\alpha_{\hspace{1pt}\MP}}\xspace}
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\newcommand{\bMP}{\ensuremath{\beta_{\hspace{1pt}\MP}}\xspace}
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\newcommand{\Sab}{\ensuremath{\M{\Sigma}_{\bar \Ba,\bar \beta}}\xspace}
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\newcommand{\Ba}{\ensuremath{\boldsymbol{\alpha}}\xspace}
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\newcommand{\Bb}{\ensuremath{\boldsymbol{\beta}}\xspace}
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\newcommand{\Bm}{\ensuremath{\boldsymbol{\mu}}\xspace}
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\newcommand{\BL}{\ensuremath{\boldsymbol{\Lambda}}\xspace}
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\newcommand{\BPhi}{\ensuremath{\boldsymbol{\Phi}}\xspace}
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\newcommand{\SMP}{\ensuremath{\M{\Sigma}_{\MP}}\xspace}
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\newcommand{\Pa}{\ensuremath{P(\alpha|\mathcal{H})}\xspace}
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\newcommand{\Pb}{\ensuremath{P(\beta|\mathcal{H})}\xspace}
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\newcommand{\Pab}{\ensuremath{P(\alpha,\beta|\mathcal{H})}\xspace}
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\newcommand{\Pw}{\ensuremath{P(\w|\mathcal{H})}\xspace}
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\newcommand{\PD}{\ensuremath{P(\D|\mathcal{H})}\xspace}
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\newcommand{\PwIa}{\ensuremath{P(\w|\alpha,\mathcal{H})}\xspace}
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\newcommand{\PDIwb}{\ensuremath{P(\D|\w,\beta,\mathcal{H})}\xspace}
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\newcommand{\PDwab}{\ensuremath{P(\D,\w,\alpha,\beta|\mathcal{H})}\xspace}
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\newcommand{\PDIw}{\ensuremath{P(\D|\w,\mathcal{H})}\xspace}
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\newcommand{\PwID}{\ensuremath{P(\w|\D,\mathcal{H})}\xspace}
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\newcommand{\PwabID}{\ensuremath{P(\w,\alpha,\beta|\D,\mathcal{H})}\xspace}
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\newcommand{\PanH}{\ensuremath{P(\alpha)}\xspace}
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\newcommand{\PbnH}{\ensuremath{P(\beta)}\xspace}
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\newcommand{\PabnH}{\ensuremath{P(\alpha,\beta)}\xspace}
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\newcommand{\PwnH}{\ensuremath{P(\w)}\xspace}
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\newcommand{\PDnH}{\ensuremath{P(\D)}\xspace}
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\newcommand{\PwIanH}{\ensuremath{P(\w|\alpha)}\xspace}
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\newcommand{\PDIwbnH}{\ensuremath{P(\D|\w,\beta)}\xspace}
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\newcommand{\PDwabnH}{\ensuremath{P(\D,\w,\Ba,\beta)}\xspace}
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\newcommand{\PDIwnH}{\ensuremath{P(\D|\w)}\xspace}
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\newcommand{\PwIDnH}{\ensuremath{P(\w|\D)}\xspace}
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\newcommand{\PwabIDnH}{\ensuremath{P(\w,\alpha,\beta|\D)}\xspace}
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\newcommand{\PDwBab}{\ensuremath{P(\D,\w,\Ba,\beta|\mathcal{H})}\xspace}
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\newcommand{\PwIBa}{\ensuremath{P(\w|\Ba,\mathcal{H})}\xspace}
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\newcommand{\PBab}{\ensuremath{P(\Ba,\beta|\mathcal{H})}\xspace}
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\newcommand{\PwBabID}{\ensuremath{P(\w,\Ba,\beta|\D,\mathcal{H})}\xspace}
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\newcommand{\PBanH}{\ensuremath{P(\Ba)}\xspace}
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\newcommand{\PwIBanH}{\ensuremath{P(\w|\Ba)}\xspace}
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%% Snakes
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\newcommand{\Esnake}{\ensuremath{\mathit{E_{snake}}}\xspace}
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\newcommand{\Eimage}{\ensuremath{\mathit{E_{image}}}\xspace}
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\newcommand{\Econt}{\ensuremath{\mathit{E_{cont}}}\xspace}
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\newcommand{\Ecurv}{\ensuremath{\mathit{E_{curv}}}\xspace}
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\newcommand{\Eint}{\ensuremath{\mathit{E_{int}}}\xspace}
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\newcommand{\Eext}{\ensuremath{\mathit{E_{ext}}}\xspace}
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\newcommand{\Eterm}{\ensuremath{\mathit{E_{term}}}\xspace}
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\newcommand{\Eline}{\ensuremath{\mathit{E_{line}}}\xspace}
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\newcommand{\Eedge}{\ensuremath{\mathit{E_{edge}}}\xspace}
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\newcommand{\Econ}{\ensuremath{\mathit{E_{con}}}\xspace}
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\newcommand{\Eangle}{\ensuremath{\mathit{E_{angle}}}\xspace}
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\newcommand{\Elshape}{\ensuremath{\mathit{E_{lshape}}}\xspace}
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\newcommand{\Eedgedir}{\ensuremath{\mathit{E_{edgedir}}}\xspace}
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\newcommand{\Emodel}{\ensuremath{\mathit{E_{model}}}\xspace}
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\newcommand{\wte}{\ensuremath{\mathit{w_{term}}}\xspace}
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\newcommand{\wli}{\ensuremath{\mathit{w_{line}}}\xspace}
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\newcommand{\wed}{\ensuremath{\mathit{w_{edge}}}\xspace}
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\newcommand{\wco}{\ensuremath{\mathit{w_{con}}}\xspace}
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%% Environments
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\newcounter{alg}
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\newenvironment{algorithm}[1]
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{
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\stepcounter{alg}
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\begin{table}[htb]
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\centering
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\begin{tabular}[t]{ll}
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\hline&\\
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\multicolumn{2}{l}{\bf Algorithm \arabic{alg}: #1}\\&\\
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} {
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&\\
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\hline
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\end{tabular}
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\end{table}
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}
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