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authorJan Aalmoes <jan.aalmoes@inria.fr>2024-01-07 18:42:27 +0100
committerJan Aalmoes <jan.aalmoes@inria.fr>2024-01-07 18:42:27 +0100
commit103677f1a14fe1aec281a69e5d68bbc72335dd9e (patch)
tree91fed7e0b2549410163ff8106b410ee9b3a4a596 /classification_finie/main.tex
parent3ce895b1697e22fa325f962d3bcae0b78eca321a (diff)
classification finie en anglais
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+\documentclass{article}
+
+\usepackage{graphicx}
+\usepackage{amsmath}
+\usepackage{amsthm}
+\usepackage{amsfonts}
+\usepackage{algpseudocode}
+\usepackage{algorithm}
+\usepackage{placeins}
+\usepackage{subcaption}
+\usepackage{graphicx}
+\usepackage{setspace}
+
+\newtheorem{definition}{Definition}
+\newtheorem{theorem}{Theorem}
+\newtheorem{lemma}{Lemma}
+\newtheorem{corollary}{Corollary}[theorem]
+
+\doublespace
+
+\begin{document}
+\begin{abstract}
+ The abstract
+\end{abstract}
+\tableofcontents
+\newpage
+\section{Introduction}
+\input{introduction}
+
+\section{Finit classification}
+\input{finit_classif}
+
+\section{Applications}
+\input{utility}
+ \subsection{Attribute inference attack}
+ \subsection{Painting classification}
+ \subsection{Lora}
+ \subsection{Tabular data}
+ \input{tabular}
+ \subsection{Movie recommender system}
+ \subsection{labeled faces in the wild}
+
+
+\section{Computing cost}
+ \subsection{Cost of training}
+ \subsection{Cost of inference}
+
+\section{Decentralization}
+ \subsection{Sharing indexes}
+ \subsection{Sharing matrix of probability law}
+
+\section{Privacy}
+ \subsection{Private indexing}
+ \subsection{Differential privacy}
+
+\section{Fairness}
+ \subsection{Preprocessing}
+ \subsection{Inprocessing and postprocessing}
+
+\section{Explainability}
+ \subsection{Transparancy}
+ \subsection{Interpretability}
+ \subsection{Explainability}
+
+\section{Conclusion}
+
+\end{document}