From be11c8949a529e688ecc4e92f07c70b81f2eb604 Mon Sep 17 00:00:00 2001 From: paul-loedige Date: Thu, 4 Feb 2021 15:59:42 +0100 Subject: [PATCH] =?UTF-8?q?Bias=20hinzugef=C3=BCgt?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- chapters/Problematiken/Bias.tex | 26 ++++++++++++++++++++++++++ images/algorithmic_bias.png | Bin 0 -> 106996 bytes images/algorithmic_bias_example.png | Bin 0 -> 179623 bytes images/bias-variance-tradeoff.png | Bin 0 -> 68005 bytes parts/Problematiken.tex | 3 ++- 5 files changed, 28 insertions(+), 1 deletion(-) create mode 100644 chapters/Problematiken/Bias.tex create mode 100644 images/algorithmic_bias.png create mode 100644 images/algorithmic_bias_example.png create mode 100644 images/bias-variance-tradeoff.png diff --git a/chapters/Problematiken/Bias.tex b/chapters/Problematiken/Bias.tex new file mode 100644 index 0000000..50f98de --- /dev/null +++ b/chapters/Problematiken/Bias.tex @@ -0,0 +1,26 @@ +\chapter{Bias} +\label{bias} + \section{Inductive Bias} + \label{inductive bias} + Unter dem \say{inductive bias} versteht man Annahmen, die implizit oder explizit getroffen werden, um das System generalisierbar zu machen. + Hierzu gehören unter anderem Dinge wie die Modellauswahl oder die Netzwerkarchitektur von Neuronalen Netzen (\ref{chapter: deep learning}). + + \subsection{Bias-Variance-Tradeoff} + \label{bias-variance-tradeoff} + Je mehr Bias ein Modell erhält, desto kleiner ist die Varianz, die z.B. durch Rauschen von Messdaten verursacht wird. + \includegraphics[width = \textwidth]{bias-variance-tradeoff.png} + + \section{Algorithmic Bias} + \label{algorithmic bias} + Unter dem \say{algorithmic bias} versteht man alle Einflussfaktoren, + die zu einem systematischen Fehler des Systems führen (z.B. Unterrepräsentation einer Personengruppe in den Trainingsdaten).\\ + \includegraphics[width = \textwidth]{algorithmic_bias.png} + Diese Form des Bias kann an unterschiedlichen Stellen der Modellerstellung auftreten.\\ + \includegraphics[width = \textwidth]{algorithmic_bias.png}\\ + + \subsection{Maßnahmen} + \label{algorithmic bias: massnahmen} + Am besten lässt sich der (algoritmic) Bias durch die Festlegung bestimmter Richtlinien bekämpfen. + Hierbei geht es vor allem darum den Bias aufzudecken. + Dies ist durch Analyse der Daten, Analyse der eingesetzten Modelle oder eine Überwachung im produktiven Einsatz möglich. + Ein erkannter Bias muss dann meist manuell entfernt werden. diff --git a/images/algorithmic_bias.png b/images/algorithmic_bias.png new file mode 100644 index 0000000000000000000000000000000000000000..b16869760c3218b8b8dd475aa8f9ce20b8f01817 GIT binary patch literal 106996 zcmY&=c{r49`#+jAX=2LK$eKKo&?F&b3rRu}l59zm5V9{JgiuMyPLd=^lAR<;l1H*H zktEqdcD|qKec#`4{N{N6c#bf0&vjqdd49I@4%O8@vYBZ+6CEAh=A#;_dUSLQcj@Tp zM~Mvhm(_ju2k7YO=#Hu?>$@lZDtGhdZY^F@+%MPVWj6Nog-A|sX{(7}tzLPhoxMvRmse%lyx6zxXn20U zrfhBUSaMR*!Toa1$uuX z`99LiHpn$TkhF4zyKTh9O5!v>*~DQ(biJxjbcdZ3sivT_y^DU|v=Hs`U$r!k&K`;6 z_Lyxo+(+W#gkzNcsV%_`mM@Gs7KdZSr-&PdUT^{xM}wCyyAbC%kjv$e4}K))rF5AKL&1KF&4e& zJp3_9_UhvY53H=Lu4`s;aBx&if0Xl9=o@nK!BsnyO{rhLJeIOLvx~cKdU{$1zx=Cx zUq(zn&u|NQBbuA!l!mex&! 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