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diff --git a/classification_finie/main.tex b/classification_finie/main.tex new file mode 100644 index 0000000..2f40530 --- /dev/null +++ b/classification_finie/main.tex @@ -0,0 +1,67 @@ +\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} |