Removed a discussion point and fixed a spelling error. Wow. We have a proper commit message?
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\frametitle{Explaining models}
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\frametitle{Explaining models}
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Idea: We give a global understanding of the model by explaining a set of individual instances
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Idea: We give a global understanding of the model by explaining a set of individual instances
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\begin{itemize}
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\begin{itemize}
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\item Still model agnositc (since the individual explanations are)
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\item Still model agnostic (since the individual explanations are)
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\item Instances need to be selected in a clever way, as people won't have time to look through all explanations
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\item Instances need to be selected in a clever way, as people won't have time to look through all explanations
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\item Some definitions
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\item Some definitions
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\begin{itemize}
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\begin{itemize}
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@ -635,7 +635,6 @@
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\begin{itemize}
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\begin{itemize}
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\item Is it fair that the authors create their data in such a way that \emph{Parzen} becomes unusable in their tests?
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\item Is it fair that the authors create their data in such a way that \emph{Parzen} becomes unusable in their tests?
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\item What do you expect to happen if the data is very non-linear even in the local predicitions?
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\item What do you expect to happen if the data is very non-linear even in the local predicitions?
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\item The \emph{K-Lasso} algorithm used in \emph{Algorithm 1} is explicitly used for regression analysis and as such it should only work when they use linear models for their explanations. Is this okay?
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\end{itemize}
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\end{itemize}
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\end{frame}
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\end{frame}
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\end{document}
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\end{document}
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