From 943435ea59e9debf4d279e22d1ee63d8501524d2 Mon Sep 17 00:00:00 2001
From: jeanpouget-abadie <jean.pougetabadie@gmail.com>
Date: Thu, 22 Jan 2015 10:09:33 -0500
Subject: modified document

---
 notes/ICML/icml2015stylefiles/paper_v1.tex | 37 ++++++++++++++++++++++++++++++
 1 file changed, 37 insertions(+)

(limited to 'notes/ICML/icml2015stylefiles/paper_v1.tex')

diff --git a/notes/ICML/icml2015stylefiles/paper_v1.tex b/notes/ICML/icml2015stylefiles/paper_v1.tex
index 8865e51..8c666cc 100644
--- a/notes/ICML/icml2015stylefiles/paper_v1.tex
+++ b/notes/ICML/icml2015stylefiles/paper_v1.tex
@@ -77,12 +77,49 @@ blabla
 
 \section{Introduction}
 
+\begin{itemize}
+\item Small introduction about problem
+\item What is a cascade?
+\item What is our objective?
+\item Motivation for the problem.
+\item Summary of our approach
+\end{itemize}
+
+Parameters of the model:
+\begin{itemize}
+\item $p_{init}$ : multi-source: explain why more reasonable
+\item $p_{min}$
+\item $p_i <$  1- epsilon?
+\end{itemize}
+
 \section{Related Work}
 
 \subsection{Past work}
 
+\begin{itemize}
+\item Gomez
+\item Netrapalli: $d^2 $log n + correlation decay + very bad dependence on 
+\item Kleinberg/Abrahao: $d^9$ log n: single source model...
+\item Gomez: $d^3$ log n + assumptions on Hessian of diffusion process: upper and lower bound on eigenvalues + same proof concept as Netrapalli
+\end{itemize}
+
 \subsection{Our contribution}
 
+\begin{itemize}
+\item Better assumptions: easy to understand, verify?, and much less restrictive
+\item Oracle inequality rather than support recovery -> First one
+\item Algorithm for recovery in Omega(d log n) -> First one
+\item Practical Confidence Intervals
+\item Practical Lower bound
+\item Compare on generic networks
+\end{itemize}
+
+To justify: 
+\begin{itemize}
+\item why discrete isn't so bad; 
+\item why Gomez's assumptions are not reasonable;
+\end{itemize}
+
 \section{Algorithm and Theoretical Guarantees}
 
 \subsection{Independent Cascade Model}
-- 
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