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Annkathrin 2021-08-19 14:20:17 +02:00
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commit 81a06c74a5
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IBC.log
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This is LuaHBTeX, Version 1.13.0 (TeX Live 2021) (format=lualatex 2021.8.7) 12 AUG 2021 11:58
This is LuaHBTeX, Version 1.13.0 (TeX Live 2021) (format=lualatex 2021.8.7) 19 AUG 2021 00:49
restricted system commands enabled.
**IBC.tex
(./IBC.tex
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File: Ergebnis_ibc.png Graphic file (type png)
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Package luatex.def Info: Ergebnis_ibc.png used on input line 190.
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Output written on IBC.pdf (20 pages, 124882 bytes).
Output written on IBC.pdf (20 pages, 125391 bytes).
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IBC.tex
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@ -164,18 +164,20 @@ Beispiel (Profiling?)
\end{itemize}
\end{frame}
\section{Bias Bingo mit / Bias in iBorderCtrl (20min)(interaktiv?)}
\begin{frame}{Bias in iBorderCtrl}
\begin{itemize}
\item Measurement Bias: Wie wird entschieden ob jemand gelogen hat o.Ä.?
\item Measurement Bias: Schauspieler*innen statt echte Situationen
\item Omitted Variable Bias: Nervosität durch Stress beim Grenzübergang
\item Representation Bias: fehlende Diversität race, gender, neurdiversity, disability, health, scars
\item Aggregation Bias: s. representation bias, teilweiser Versuch der Gegensteuerung
\item Sampling Bias: ungleiche Datenmengen
\item Overfitting
\item ...
\item Overfitting: 73 Prozent in Testdaten vs 93 Prozent in Trainingsdaten, das impliziert Overfitting ist wahrscheinlich
\item Historical Bias: höhere Wahrscheinlichkeit zB des Drogenschmuggels bestimmter Gruppen (trifft erst bei Benutzung zu, weil Testdaten zu klein)
\item Algorythmischer Bias: zu wenig Einblick
\item Evaluations Bias: Testbedingungen entsprechen nicht den Einsatzbedingungen, zB Licht, Diversität
\item Bias durch Rückkopplung:
\end{itemize}
\end{frame}