From 103677f1a14fe1aec281a69e5d68bbc72335dd9e Mon Sep 17 00:00:00 2001
From: Jan Aalmoes <jan.aalmoes@inria.fr>
Date: Sun, 7 Jan 2024 18:42:27 +0100
Subject: classification finie en anglais

---
 classification_finie/main.tex | 67 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 67 insertions(+)
 create mode 100644 classification_finie/main.tex

(limited to 'classification_finie/main.tex')

diff --git a/classification_finie/main.tex b/classification_finie/main.tex
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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}
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